diff --git "a/infer_answer_ori.json" "b/infer_answer_ori.json"
new file mode 100644--- /dev/null
+++ "b/infer_answer_ori.json"
@@ -0,0 +1,18902 @@
+[
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Complete the following definition about Natural Quasi Experiment:The study of effects of a _______ where the _______ variable is _______ manipulated. this is a multiple-choice, options contain A : [natural event, independent, naturally] B : [natural experiment, dependent, naturally] C : [natural event, independent, artificially] D : [natural event, dependent, naturally] E : [natural occurrence, independent, naturally] F : [natural phenomenon, independent, artificially] G : [natural event, dependent, artificially] H : [natural event, independent, experimentally] I : [natural process, dependent, naturally] J : [natural event, independent, systematically] "
+            }
+        ],
+        "answer": "A",
+        "result": "Answer: A"
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>Evaluate the following statements based on the video about different psychology research methods. Identify which statements are correct.\nStatements:\n1. A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.\n2. Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.\n3. Laboratory experiments allow researchers to control and manipulate variables precisely, which increases the internal validity of the study but may reduce its ecological validity.\n4. In a natural quasi-experiment, the independent variable is manipulated by the researcher to observe its effects on the dependent variable in a real-world setting.\n5. Correlational studies can establish causal relationships between variables by measuring the strength and direction of their association. this is a multiple-choice, options contain A : [Only Statements 2 and 3 are correct] B : [Statements 1, 2, and 3 are correct] C : [Statements 2, 3, and 4 are correct] D : [Statements 1, 3, and 5 are correct] E : [Only Statement 4 is correct] F : [Statements 2 and 4 are correct] G : [Statements 1, 2, 3, and 4 are correct] H : [Statements 3 and 5 are correct] I : [All statements are correct] J : [Statements 2, 3, 4, and 5 are correct] "
+            }
+        ],
+        "answer": "A",
+        "result": "Let's analyze each statement one by one:\n\n1. **A natural quasi-experiment involves the manipulation of independent variables by the researcher in a controlled environment to determine their effect on dependent variables.**\n   - This statement is incorrect. A natural quasi-experiment does not involve the manipulation of independent variables by the researcher; it focuses on observing natural events.\n\n2. **Naturalistic observation requires researchers to observe subjects in their natural environments without any interference or manipulation, thereby ensuring high ecological validity.**\n   - This statement is correct. Naturalistic observation involves observing subjects in their natural settings without interference or manipulation, which ensures high ecological validity.\n\n3."
+    },
+    {
+        "role": "user",
+        "content": [
+            {
+                "type": "video",
+                "video": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/data/new_Psychology_5.mp4",
+                "max_pixels": 151200,
+                "fps": 1.0
+            },
+            {
+                "type": "image",
+                "image": "/home/zbz5349/WorkSpace/aigeeks/Qwen2.5-VL/dataset/images/new_Psychology_5.png"
+            },
+            {
+                "type": "text",
+                "text": "<video> <image>What type of psychological research method is being used in this study? Choose the most accurate one. this is a multiple-choice problem, options contain A : [Laboratory Experiment] B : [Field Experiment] C : [Natural Quasi Experiment] D : [Correlational Study] E : [Naturalistic Observation] F : [Survey Research] G : [Case Study] H : [Longitudinal Study] I : [Cross-sectional Study] J : [Meta-analysis] "
+            }
+        ],
+        "answer": "C",
+        "result": "Answer: E"
+    }
+]
\ No newline at end of file