<reponame>worldbank/SDG-big-data
our_method_top50_dict = {
    2: {
        'is_hired_1mo': 0.98,
        'is_unemployed': 0.98,
        'lost_job_1mo': 0.74,
        'job_search': 0.12,
        'job_offer': 1.0},
    0: {
        'is_hired_1mo': 0.92,
        'is_unemployed': 0.06,
        'lost_job_1mo': 0.3,
        'job_search': 1.0,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.72,
        'lost_job_1mo': 0.88,
        'job_search': 1.0,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.88,
        'lost_job_1mo': 0.06,
        'job_search': 1.0,
        'job_offer': 1.0},
    4: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.96,
        'lost_job_1mo': 0.72,
        'job_search': 1.0,
        'job_offer': 1.0}}

adaptive_top50_dict = {
    0: {
        'is_hired_1mo': 0.92,
        'is_unemployed': 0.06,
        'lost_job_1mo': 0.3,
        'job_search': 1.0,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 1.0,
        'lost_job_1mo': 0.8,
        'job_search': 1.0,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.96,
        'is_unemployed': 0.92,
        'lost_job_1mo': 0.4,
        'job_search': 0.44,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 1.0,
        'lost_job_1mo': 0.14,
        'job_search': 1.0,
        'job_offer': 0.98},
    4: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 1.0,
        'lost_job_1mo': 1.0,
        'job_search': 1.0,
        'job_offer': 1.0}}

uncertainty_top50_dict = {
    0: {
        'is_hired_1mo': 0.92,
        'is_unemployed': 0.06,
        'lost_job_1mo': 0.3,
        'job_search': 1.0,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 0.98,
        'is_unemployed': 0.9,
        'lost_job_1mo': 0.82,
        'job_search': 1.0,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 0.64,
        'is_unemployed': 1.0,
        'lost_job_1mo': 0.92,
        'job_search': 1.0,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.98,
        'lost_job_1mo': 0.12,
        'job_search': 1.0,
        'job_offer': 1.0},
    4: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 1.0,
        'lost_job_1mo': 1.0,
        'job_search': 1.0,
        'job_offer': 1.0}}

uncertainty_uncalibrated_top50_dict = {
    0: {
        'is_hired_1mo': 0.92,
        'is_unemployed': 0.06,
        'lost_job_1mo': 0.3,
        'job_search': 1.0,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 0.94,
        'is_unemployed': 0.36,
        'lost_job_1mo': 0.86,
        'job_search': 1.0,
        'job_offer': 0.28},
    4: {
        'is_hired_1mo': 0.54,
        'is_unemployed': 0.98,
        'lost_job_1mo': 0.02,
        'job_search': 0.26,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.78,
        'lost_job_1mo': 0.94,
        'job_search': 1.0,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.94,
        'is_unemployed': 0.36,
        'lost_job_1mo': 0.66,
        'job_search': 1.0,
        'job_offer': 0.98}}

our_method_top10K_dict = {
    2: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.9285714285714286,
        'lost_job_1mo': 0.32857142857142857,
        'job_search': 0.5285714285714286,
        'job_offer': 1.0},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.9571428571428572,
        'is_unemployed': 0.6285714285714286,
        'lost_job_1mo': 0.5285714285714286,
        'job_search': 0.8571428571428571,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 0.9714285714285714,
        'is_unemployed': 0.5428571428571428,
        'lost_job_1mo': 0.1,
        'job_search': 1.0,
        'job_offer': 1.0},
    4: {
        'is_hired_1mo': 0.9857142857142858,
        'is_unemployed': 0.9285714285714286,
        'lost_job_1mo': 0.5,
        'job_search': 1.0,
        'job_offer': 1.0}}

adaptive_top10K_dict = {
    3: {
        'is_hired_1mo': 0.8857142857142857,
        'is_unemployed': 0.5857142857142857,
        'lost_job_1mo': 0.5714285714285714,
        'job_search': 1.0,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.9428571428571428,
        'is_unemployed': 0.7142857142857143,
        'lost_job_1mo': 0.14285714285714285,
        'job_search': 0.38571428571428573,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 0.9285714285714286,
        'is_unemployed': 0.8571428571428571,
        'lost_job_1mo': 0.05714285714285714,
        'job_search': 0.9571428571428572,
        'job_offer': 1.0},
    4: {
        'is_hired_1mo': 0.8571428571428571,
        'is_unemployed': 0.9714285714285714,
        'lost_job_1mo': 0.5571428571428572,
        'job_search': 0.9857142857142858,
        'job_offer': 1.0},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

uncertainty_top10K_dict = {
    3: {
        'is_hired_1mo': 0.9857142857142858,
        'is_unemployed': 0.9,
        'lost_job_1mo': 0.5571428571428572,
        'job_search': 1.0,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 0.6571428571428571,
        'is_unemployed': 0.9,
        'lost_job_1mo': 0.4714285714285714,
        'job_search': 0.9714285714285714,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.6428571428571429,
        'lost_job_1mo': 0.11428571428571428,
        'job_search': 1.0,
        'job_offer': 1.0},
    4: {
        'is_hired_1mo': 0.8571428571428571,
        'is_unemployed': 0.8714285714285714,
        'lost_job_1mo': 0.5571428571428572,
        'job_search': 0.9857142857142858,
        'job_offer': 1.0},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

uncertainty_uncalibrated_top10k_dict = {
    3: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.45714285714285713,
        'job_search': 0.9857142857142858,
        'job_offer': 0.0},
    4: {
        'is_hired_1mo': 0.6857142857142857,
        'is_unemployed': 0.6714285714285714,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.5714285714285714,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 0.9857142857142858,
        'is_unemployed': 0.5428571428571428,
        'lost_job_1mo': 0.6142857142857143,
        'job_search': 0.9857142857142858,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.9571428571428572,
        'is_unemployed': 0.21428571428571427,
        'lost_job_1mo': 0.22857142857142856,
        'job_search': 0.6857142857142857,
        'job_offer': 0.9428571428571428},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

our_method_topP_dict = {
    2: {
        'is_hired_1mo': 0.8666666666666667,
        'is_unemployed': 1.0,
        'lost_job_1mo': 0.55,
        'job_search': 0.6,
        'job_offer': 1.0},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.1724137931034483,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.7,
        'lost_job_1mo': 0.85,
        'job_search': 0.8375,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 0.77,
        'is_unemployed': 0.5222222222222223,
        'lost_job_1mo': 0.1,
        'job_search': 0.96,
        'job_offer': 0.98},
    4: {
        'is_hired_1mo': 0.9375,
        'is_unemployed': 0.8111111111111111,
        'lost_job_1mo': 0.5833333333333334,
        'job_search': 0.7142857142857143,
        'job_offer': 0.9866666666666667}}

adaptive_topP_dict = {
    3: {
        'is_hired_1mo': 0.8857142857142857,
        'is_unemployed': 0.9512195121951219,
        'lost_job_1mo': 0.8,
        'job_search': 0.91,
        'job_offer': 0.98},
    1: {
        'is_hired_1mo': 0.875,
        'is_unemployed': 0.6875,
        'lost_job_1mo': 0.3,
        'job_search': 0.4,
        'job_offer': 0.9733333333333334},
    2: {
        'is_hired_1mo': 0.8875,
        'is_unemployed': 0.9666666666666667,
        'lost_job_1mo': 0.1,
        'job_search': 0.9166666666666666,
        'job_offer': 0.94},
    4: {
        'is_hired_1mo': 0.8571428571428571,
        'is_unemployed': 0.9,
        'lost_job_1mo': 0.76,
        'job_search': 0.95,
        'job_offer': 0.98},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.1724137931034483,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

uncertainty_topP_dict = {
    3: {
        'is_hired_1mo': 0.9333333333333333,
        'is_unemployed': 0.7555555555555555,
        'lost_job_1mo': 0.78,
        'job_search': 0.9,
        'job_offer': 0.9533333333333334},
    2: {
        'is_hired_1mo': 0.6444444444444445,
        'is_unemployed': 0.825,
        'lost_job_1mo': 0.75,
        'job_search': 0.95,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.7454545454545455,
        'is_unemployed': 0.7333333333333333,
        'lost_job_1mo': 0.175,
        'job_search': 0.89,
        'job_offer': 0.94},
    4: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.8,
        'lost_job_1mo': 0.6333333333333333,
        'job_search': 0.8,
        'job_offer': 0.9666666666666667},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.1724137931034483,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

uncertainty_uncalibrated_topP_dict = {
    3: {
        'is_hired_1mo': 0.9555555555555556,
        'is_unemployed': 0.1,
        'lost_job_1mo': 0.85,
        'job_search': 0.9666666666666667,
        'job_offer': 0.0},
    4: {
        'is_hired_1mo': 0.7,
        'is_unemployed': 0.6714285714285714,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.59,
        'job_offer': 0.9666666666666667},
    2: {
        'is_hired_1mo': 0.8777777777777778,
        'is_unemployed': 0.43333333333333335,
        'lost_job_1mo': 0.7,
        'job_search': 0.9333333333333333,
        'job_offer': 0.9857142857142858},
    1: {
        'is_hired_1mo': 0.6727272727272727,
        'is_unemployed': 0.358974358974359,
        'lost_job_1mo': 0.5333333333333333,
        'job_search': 0.7166666666666667,
        'job_offer': 0.94},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.1724137931034483,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

our_method_new_dict = {
    4: {
        'job_search': {
            'numerator': 273734,
            'sem': 17108.4445409312},
        'is_hired_1mo': {
            'numerator': 14419,
            'sem': 366.99671598899175},
        'lost_job_1mo': {
            'numerator': 2227,
            'sem': 539.6417202779419},
        'is_unemployed': {
            'numerator': 21711,
            'sem': 12857.60055036169},
        'job_offer': {
            'numerator': 398140,
            'sem': 44551.92694544843}},
    0: {
        'is_unemployed': {
            'numerator': 5363,
            'sem': 16693273.716407115},
        'job_search': {
            'numerator': 9955,
            'sem': 4007.9818390547352},
        'lost_job_1mo': {
            'numerator': 110,
            'sem': 2507.0304745155704},
        'is_hired_1mo': {
            'numerator': 5876,
            'sem': 1440.5507101946998},
        'job_offer': {
            'numerator': 397551,
            'sem': 21053.672213431728}},
    3: {
        'is_hired_1mo': {
            'numerator': 32170,
            'sem': 15120.377307912013},
        'lost_job_1mo': {
            'numerator': 6611,
            'sem': 2235705.395599921},
        'is_unemployed': {
            'numerator': 25741,
            'sem': 7611.7323763009435},
        'job_offer': {
            'numerator': 603974,
            'sem': 68313.02689650582},
        'job_search': {
            'numerator': 53456,
            'sem': 7483.790444209734}},
    2: {
        'is_unemployed': {
            'numerator': 4646,
            'sem': 626.9208018618386},
        'is_hired_1mo': {
            'numerator': 18584,
            'sem': 3451.8503622544213},
        'job_offer': {
            'numerator': 398040,
            'sem': 11364.921234701022},
        'job_search': {
            'numerator': 63723,
            'sem': 10846.197020221041},
        'lost_job_1mo': {
            'numerator': 413,
            'sem': 306.64505669819584}},
    1: {
        'is_hired_1mo': {
            'numerator': 22382,
            'sem': 11409.994092103772},
        'job_offer': {
            'numerator': 388810,
            'sem': 14451.582794272697},
        'lost_job_1mo': {
            'numerator': 437,
            'sem': 175.86948118261208},
        'is_unemployed': {
            'numerator': 2813,
            'sem': 948.9439720005547},
        'job_search': {
            'numerator': 16140,
            'sem': 4210.272625790964}}}

adaptive_new_dict = {
    0: {
        'is_unemployed': {
            'numerator': 5363,
            'sem': 16693273.716407115},
        'job_search': {
            'numerator': 9955,
            'sem': 4007.9818390547352},
        'lost_job_1mo': {
            'numerator': 110,
            'sem': 2507.0304745155704},
        'is_hired_1mo': {
            'numerator': 5876,
            'sem': 1440.5507101946998},
        'job_offer': {
            'numerator': 397551,
            'sem': 21053.672213431728}},
    1: {
        'is_unemployed': {
            'numerator': 12031,
            'sem': 7726.799776019945},
        'lost_job_1mo': {
            'numerator': 111,
            'sem': 515.2125927164042},
        'job_search': {
            'numerator': 13663,
            'sem': 5549.774344602734},
        'is_hired_1mo': {
            'numerator': 13799,
            'sem': 5795.455532339655},
        'job_offer': {
            'numerator': 452457,
            'sem': 62954.13118906742}},
    2: {
        'job_search': {
            'numerator': 153855,
            'sem': 11781.304215985185},
        'is_unemployed': {
            'numerator': 4371,
            'sem': 1269.4789663340573},
        'job_offer': {
            'numerator': 573631,
            'sem': 56246.765267860545},
        'lost_job_1mo': {
            'numerator': 418,
            'sem': 5649172.944711616},
        'is_hired_1mo': {
            'numerator': 16584,
            'sem': 3087.7931741284956}},
    4: {
        'is_unemployed': {
            'numerator': 16014,
            'sem': 6253.689632372853},
        'is_hired_1mo': {
            'numerator': 8766,
            'sem': 2875.0965294760767},
        'lost_job_1mo': {
            'numerator': 1238,
            'sem': 480.9785550015688},
        'job_search': {
            'numerator': 17117,
            'sem': 1808.3838577036793},
        'job_offer': {
            'numerator': 502520,
            'sem': 41362.28738283996}},
    3: {
        'is_unemployed': {
            'numerator': 1002,
            'sem': 418.159029977143},
        'is_hired_1mo': {
            'numerator': 7953,
            'sem': 1637.1488788134022},
        'job_search': {
            'numerator': 46384,
            'sem': 3869.1915428802877},
        'lost_job_1mo': {
            'numerator': 1047,
            'sem': 266.4834153426912},
        'job_offer': {
            'numerator': 512423,
            'sem': 41770.65447128737}}}

uncertainty_new_dict = {
    4: {
        'lost_job_1mo': {
            'numerator': 2340,
            'sem': 1014.7282972059196},
        'job_search': {
            'numerator': 78380,
            'sem': 97346.85658409167},
        'is_unemployed': {
            'numerator': 14536,
            'sem': 6791.858226085842},
        'is_hired_1mo': {
            'numerator': 10119,
            'sem': 2972.5758399128595},
        'job_offer': {
            'numerator': 401625,
            'sem': 21081.31529751928}},
    1: {
        'is_unemployed': {
            'numerator': 3228,
            'sem': 1228.0100832225278},
        'lost_job_1mo': {
            'numerator': 552,
            'sem': 4469674.866698298},
        'job_offer': {
            'numerator': 612708,
            'sem': 57112.29214399502},
        'job_search': {
            'numerator': 42962,
            'sem': 27601.546048149256},
        'is_hired_1mo': {
            'numerator': 97768,
            'sem': 47307.47888641291}},
    3: {
        'job_search': {
            'numerator': 93841,
            'sem': 31369.23556608593},
        'job_offer': {
            'numerator': 516548,
            'sem': 88235.57752764622},
        'is_unemployed': {
            'numerator': 20132,
            'sem': 5044.345309986642},
        'lost_job_1mo': {
            'numerator': 1070,
            'sem': 214.21570463056867},
        'is_hired_1mo': {
            'numerator': 27930,
            'sem': 3577.721669440321}},
    2: {
        'is_hired_1mo': {
            'numerator': 20810,
            'sem': 2861.0333260285565},
        'is_unemployed': {
            'numerator': 12728,
            'sem': 1700.1869141976804},
        'job_offer': {
            'numerator': 398092,
            'sem': 10243.721819469301},
        'lost_job_1mo': {
            'numerator': 637,
            'sem': 241.20102291602242},
        'job_search': {
            'numerator': 51418,
            'sem': 2575.3470007528185}},
    0: {
        'is_unemployed': {
            'numerator': 5363,
            'sem': 16693273.716407115},
        'job_search': {
            'numerator': 9955,
            'sem': 4007.9818390547352},
        'lost_job_1mo': {
            'numerator': 110,
            'sem': 2507.0304745155704},
        'is_hired_1mo': {
            'numerator': 5876,
            'sem': 1440.5507101946998},
        'job_offer': {
            'numerator': 397551,
            'sem': 21053.672213431728}},
}

uncertainty_uncalibrated_new_dict = {
    0: {
        'is_unemployed': {
            'numerator': 5363,
            'sem': 16693273.716407115},
        'job_search': {
            'numerator': 9955,
            'sem': 4007.9818390547352},
        'lost_job_1mo': {
            'numerator': 110,
            'sem': 2507.0304745155704},
        'is_hired_1mo': {
            'numerator': 5876,
            'sem': 1440.5507101946998},
        'job_offer': {
            'numerator': 397551,
            'sem': 21053.672213431728}},
    4: {
        'lost_job_1mo': {
            'numerator': 8916,
            'sem': 11036527.93587803},
        'is_unemployed': {
            'numerator': 7001,
            'sem': 21549.54012277195},
        'is_hired_1mo': {
            'numerator': 27676,
            'sem': 2636.147839352088},
        'job_offer': {
            'numerator': 625859,
            'sem': 29576.835392492},
        'job_search': {
            'numerator': 50729,
            'sem': 9656.648068224675}},
    3: {
        'job_search': {
            'numerator': 29614,
            'sem': 2545.5133076343727},
        'is_unemployed': {
            'numerator': 1031,
            'sem': 2525.835113127583},
        'is_hired_1mo': {
            'numerator': 21080,
            'sem': 2532.796165703048},
        'lost_job_1mo': {
            'numerator': 738,
            'sem': 250.86318309712837},
        'job_offer': {
            'numerator': 10,
            'sem': 0}},
    2: {
        'is_hired_1mo': {
            'numerator': 28655,
            'sem': 2430.142652865983},
        'lost_job_1mo': {
            'numerator': 2937,
            'sem': 831.243117876841},
        'job_search': {
            'numerator': 23071,
            'sem': 3054.9995697587638},
        'job_offer': {
            'numerator': 376527,
            'sem': 28485.961558385043},
        'is_unemployed': {
            'numerator': 25294,
            'sem': 6380.589292580216}},
    1: {
        'job_search': {
            'numerator': 2863,
            'sem': 1345.1047321110705},
        'lost_job_1mo': {
            'numerator': 131,
            'sem': 105.74747007400558},
        'is_unemployed': {
            'numerator': 326,
            'sem': 762.636610213694},
        'job_offer': {
            'numerator': 437090,
            'sem': 29739.845930574476},
        'is_hired_1mo': {
            'numerator': 76054,
            'sem': 24013.321646355937}}}

our_method_top50_dict = {
    2: {
        'is_hired_1mo': 0.98,
        'is_unemployed': 0.98,
        'lost_job_1mo': 0.74,
        'job_search': 0.12,
        'job_offer': 1.0},
    0: {
        'is_hired_1mo': 0.92,
        'is_unemployed': 0.06,
        'lost_job_1mo': 0.3,
        'job_search': 1.0,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.72,
        'lost_job_1mo': 0.88,
        'job_search': 1.0,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.88,
        'lost_job_1mo': 0.06,
        'job_search': 1.0,
        'job_offer': 1.0},
    4: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.96,
        'lost_job_1mo': 0.72,
        'job_search': 1.0,
        'job_offer': 1.0}}

adaptive_top50_dict = {
    0: {
        'is_hired_1mo': 0.92,
        'is_unemployed': 0.06,
        'lost_job_1mo': 0.3,
        'job_search': 1.0,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 1.0,
        'lost_job_1mo': 0.8,
        'job_search': 1.0,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.96,
        'is_unemployed': 0.92,
        'lost_job_1mo': 0.4,
        'job_search': 0.44,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 1.0,
        'lost_job_1mo': 0.14,
        'job_search': 1.0,
        'job_offer': 0.98},
    4: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 1.0,
        'lost_job_1mo': 1.0,
        'job_search': 1.0,
        'job_offer': 1.0}}

uncertainty_top50_dict = {
    0: {
        'is_hired_1mo': 0.92,
        'is_unemployed': 0.06,
        'lost_job_1mo': 0.3,
        'job_search': 1.0,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 0.98,
        'is_unemployed': 0.9,
        'lost_job_1mo': 0.82,
        'job_search': 1.0,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 0.64,
        'is_unemployed': 1.0,
        'lost_job_1mo': 0.92,
        'job_search': 1.0,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.98,
        'lost_job_1mo': 0.12,
        'job_search': 1.0,
        'job_offer': 1.0},
    4: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 1.0,
        'lost_job_1mo': 1.0,
        'job_search': 1.0,
        'job_offer': 1.0}}

uncertainty_uncalibrated_top50_dict = {
    0: {
        'is_hired_1mo': 0.92,
        'is_unemployed': 0.06,
        'lost_job_1mo': 0.3,
        'job_search': 1.0,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 0.94,
        'is_unemployed': 0.36,
        'lost_job_1mo': 0.86,
        'job_search': 1.0,
        'job_offer': 0.28},
    4: {
        'is_hired_1mo': 0.54,
        'is_unemployed': 0.98,
        'lost_job_1mo': 0.02,
        'job_search': 0.26,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.78,
        'lost_job_1mo': 0.94,
        'job_search': 1.0,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.94,
        'is_unemployed': 0.36,
        'lost_job_1mo': 0.66,
        'job_search': 1.0,
        'job_offer': 0.98}}

our_method_top10K_dict = {
    2: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.9285714285714286,
        'lost_job_1mo': 0.32857142857142857,
        'job_search': 0.5285714285714286,
        'job_offer': 1.0},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.9571428571428572,
        'is_unemployed': 0.6285714285714286,
        'lost_job_1mo': 0.5285714285714286,
        'job_search': 0.8571428571428571,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 0.9714285714285714,
        'is_unemployed': 0.5428571428571428,
        'lost_job_1mo': 0.1,
        'job_search': 1.0,
        'job_offer': 1.0},
    4: {
        'is_hired_1mo': 0.9857142857142858,
        'is_unemployed': 0.9285714285714286,
        'lost_job_1mo': 0.5,
        'job_search': 1.0,
        'job_offer': 1.0}}

adaptive_top10K_dict = {
    3: {
        'is_hired_1mo': 0.8857142857142857,
        'is_unemployed': 0.5857142857142857,
        'lost_job_1mo': 0.5714285714285714,
        'job_search': 1.0,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.9428571428571428,
        'is_unemployed': 0.7142857142857143,
        'lost_job_1mo': 0.14285714285714285,
        'job_search': 0.38571428571428573,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 0.9285714285714286,
        'is_unemployed': 0.8571428571428571,
        'lost_job_1mo': 0.05714285714285714,
        'job_search': 0.9571428571428572,
        'job_offer': 1.0},
    4: {
        'is_hired_1mo': 0.8571428571428571,
        'is_unemployed': 0.9714285714285714,
        'lost_job_1mo': 0.5571428571428572,
        'job_search': 0.9857142857142858,
        'job_offer': 1.0},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

uncertainty_top10K_dict = {
    3: {
        'is_hired_1mo': 0.9857142857142858,
        'is_unemployed': 0.9,
        'lost_job_1mo': 0.5571428571428572,
        'job_search': 1.0,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 0.6571428571428571,
        'is_unemployed': 0.9,
        'lost_job_1mo': 0.4714285714285714,
        'job_search': 0.9714285714285714,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.6428571428571429,
        'lost_job_1mo': 0.11428571428571428,
        'job_search': 1.0,
        'job_offer': 1.0},
    4: {
        'is_hired_1mo': 0.8571428571428571,
        'is_unemployed': 0.8714285714285714,
        'lost_job_1mo': 0.5571428571428572,
        'job_search': 0.9857142857142858,
        'job_offer': 1.0},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

uncertainty_uncalibrated_top10k_dict = {
    3: {
        'is_hired_1mo': 1.0,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.45714285714285713,
        'job_search': 0.9857142857142858,
        'job_offer': 0.0},
    4: {
        'is_hired_1mo': 0.6857142857142857,
        'is_unemployed': 0.6714285714285714,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.5714285714285714,
        'job_offer': 1.0},
    2: {
        'is_hired_1mo': 0.9857142857142858,
        'is_unemployed': 0.5428571428571428,
        'lost_job_1mo': 0.6142857142857143,
        'job_search': 0.9857142857142858,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.9571428571428572,
        'is_unemployed': 0.21428571428571427,
        'lost_job_1mo': 0.22857142857142856,
        'job_search': 0.6857142857142857,
        'job_offer': 0.9428571428571428},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

our_method_topP_dict = {
    2: {
        'is_hired_1mo': 0.8666666666666667,
        'is_unemployed': 1.0,
        'lost_job_1mo': 0.55,
        'job_search': 0.6,
        'job_offer': 1.0},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.1724137931034483,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.7,
        'lost_job_1mo': 0.85,
        'job_search': 0.8375,
        'job_offer': 1.0},
    3: {
        'is_hired_1mo': 0.77,
        'is_unemployed': 0.5222222222222223,
        'lost_job_1mo': 0.1,
        'job_search': 0.96,
        'job_offer': 0.98},
    4: {
        'is_hired_1mo': 0.9375,
        'is_unemployed': 0.8111111111111111,
        'lost_job_1mo': 0.5833333333333334,
        'job_search': 0.7142857142857143,
        'job_offer': 0.9866666666666667}}

adaptive_topP_dict = {
    3: {
        'is_hired_1mo': 0.8857142857142857,
        'is_unemployed': 0.9512195121951219,
        'lost_job_1mo': 0.8,
        'job_search': 0.91,
        'job_offer': 0.98},
    1: {
        'is_hired_1mo': 0.875,
        'is_unemployed': 0.6875,
        'lost_job_1mo': 0.3,
        'job_search': 0.4,
        'job_offer': 0.9733333333333334},
    2: {
        'is_hired_1mo': 0.8875,
        'is_unemployed': 0.9666666666666667,
        'lost_job_1mo': 0.1,
        'job_search': 0.9166666666666666,
        'job_offer': 0.94},
    4: {
        'is_hired_1mo': 0.8571428571428571,
        'is_unemployed': 0.9,
        'lost_job_1mo': 0.76,
        'job_search': 0.95,
        'job_offer': 0.98},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.1724137931034483,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

uncertainty_topP_dict = {
    3: {
        'is_hired_1mo': 0.9333333333333333,
        'is_unemployed': 0.7555555555555555,
        'lost_job_1mo': 0.78,
        'job_search': 0.9,
        'job_offer': 0.9533333333333334},
    2: {
        'is_hired_1mo': 0.6444444444444445,
        'is_unemployed': 0.825,
        'lost_job_1mo': 0.75,
        'job_search': 0.95,
        'job_offer': 1.0},
    1: {
        'is_hired_1mo': 0.7454545454545455,
        'is_unemployed': 0.7333333333333333,
        'lost_job_1mo': 0.175,
        'job_search': 0.89,
        'job_offer': 0.94},
    4: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.8,
        'lost_job_1mo': 0.6333333333333333,
        'job_search': 0.8,
        'job_offer': 0.9666666666666667},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.1724137931034483,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

uncertainty_uncalibrated_topP_dict = {
    3: {
        'is_hired_1mo': 0.9555555555555556,
        'is_unemployed': 0.1,
        'lost_job_1mo': 0.85,
        'job_search': 0.9666666666666667,
        'job_offer': 0.0},
    4: {
        'is_hired_1mo': 0.7,
        'is_unemployed': 0.6714285714285714,
        'lost_job_1mo': 0.07142857142857142,
        'job_search': 0.59,
        'job_offer': 0.9666666666666667},
    2: {
        'is_hired_1mo': 0.8777777777777778,
        'is_unemployed': 0.43333333333333335,
        'lost_job_1mo': 0.7,
        'job_search': 0.9333333333333333,
        'job_offer': 0.9857142857142858},
    1: {
        'is_hired_1mo': 0.6727272727272727,
        'is_unemployed': 0.358974358974359,
        'lost_job_1mo': 0.5333333333333333,
        'job_search': 0.7166666666666667,
        'job_offer': 0.94},
    0: {
        'is_hired_1mo': 0.8,
        'is_unemployed': 0.08571428571428572,
        'lost_job_1mo': 0.1724137931034483,
        'job_search': 0.8714285714285714,
        'job_offer': 1.0},
}

our_method_new_dict = {
    4: {
        'job_search': {
            'numerator': 273734,
            'sem': 17108.4445409312},
        'is_hired_1mo': {
            'numerator': 14419,
            'sem': 366.99671598899175},
        'lost_job_1mo': {
            'numerator': 2227,
            'sem': 539.6417202779419},
        'is_unemployed': {
            'numerator': 21711,
            'sem': 12857.60055036169},
        'job_offer': {
            'numerator': 398140,
            'sem': 44551.92694544843}},
    0: {
        'is_unemployed': {
            'numerator': 5363,
            'sem': 16693273.716407115},
        'job_search': {
            'numerator': 9955,
            'sem': 4007.9818390547352},
        'lost_job_1mo': {
            'numerator': 110,
            'sem': 2507.0304745155704},
        'is_hired_1mo': {
            'numerator': 5876,
            'sem': 1440.5507101946998},
        'job_offer': {
            'numerator': 397551,
            'sem': 21053.672213431728}},
    3: {
        'is_hired_1mo': {
            'numerator': 32170,
            'sem': 15120.377307912013},
        'lost_job_1mo': {
            'numerator': 6611,
            'sem': 2235705.395599921},
        'is_unemployed': {
            'numerator': 25741,
            'sem': 7611.7323763009435},
        'job_offer': {
            'numerator': 603974,
            'sem': 68313.02689650582},
        'job_search': {
            'numerator': 53456,
            'sem': 7483.790444209734}},
    2: {
        'is_unemployed': {
            'numerator': 4646,
            'sem': 626.9208018618386},
        'is_hired_1mo': {
            'numerator': 18584,
            'sem': 3451.8503622544213},
        'job_offer': {
            'numerator': 398040,
            'sem': 11364.921234701022},
        'job_search': {
            'numerator': 63723,
            'sem': 10846.197020221041},
        'lost_job_1mo': {
            'numerator': 413,
            'sem': 306.64505669819584}},
    1: {
        'is_hired_1mo': {
            'numerator': 22382,
            'sem': 11409.994092103772},
        'job_offer': {
            'numerator': 388810,
            'sem': 14451.582794272697},
        'lost_job_1mo': {
            'numerator': 437,
            'sem': 175.86948118261208},
        'is_unemployed': {
            'numerator': 2813,
            'sem': 948.9439720005547},
        'job_search': {
            'numerator': 16140,
            'sem': 4210.272625790964}}}

adaptive_new_dict = {
    0: {
        'is_unemployed': {
            'numerator': 5363,
            'sem': 16693273.716407115},
        'job_search': {
            'numerator': 9955,
            'sem': 4007.9818390547352},
        'lost_job_1mo': {
            'numerator': 110,
            'sem': 2507.0304745155704},
        'is_hired_1mo': {
            'numerator': 5876,
            'sem': 1440.5507101946998},
        'job_offer': {
            'numerator': 397551,
            'sem': 21053.672213431728}},
    1: {
        'is_unemployed': {
            'numerator': 12031,
            'sem': 7726.799776019945},
        'lost_job_1mo': {
            'numerator': 111,
            'sem': 515.2125927164042},
        'job_search': {
            'numerator': 13663,
            'sem': 5549.774344602734},
        'is_hired_1mo': {
            'numerator': 13799,
            'sem': 5795.455532339655},
        'job_offer': {
            'numerator': 452457,
            'sem': 62954.13118906742}},
    2: {
        'job_search': {
            'numerator': 153855,
            'sem': 11781.304215985185},
        'is_unemployed': {
            'numerator': 4371,
            'sem': 1269.4789663340573},
        'job_offer': {
            'numerator': 573631,
            'sem': 56246.765267860545},
        'lost_job_1mo': {
            'numerator': 418,
            'sem': 5649172.944711616},
        'is_hired_1mo': {
            'numerator': 16584,
            'sem': 3087.7931741284956}},
    4: {
        'is_unemployed': {
            'numerator': 16014,
            'sem': 6253.689632372853},
        'is_hired_1mo': {
            'numerator': 8766,
            'sem': 2875.0965294760767},
        'lost_job_1mo': {
            'numerator': 1238,
            'sem': 480.9785550015688},
        'job_search': {
            'numerator': 17117,
            'sem': 1808.3838577036793},
        'job_offer': {
            'numerator': 502520,
            'sem': 41362.28738283996}},
    3: {
        'is_unemployed': {
            'numerator': 1002,
            'sem': 418.159029977143},
        'is_hired_1mo': {
            'numerator': 7953,
            'sem': 1637.1488788134022},
        'job_search': {
            'numerator': 46384,
            'sem': 3869.1915428802877},
        'lost_job_1mo': {
            'numerator': 1047,
            'sem': 266.4834153426912},
        'job_offer': {
            'numerator': 512423,
            'sem': 41770.65447128737}}}

uncertainty_new_dict = {
    4: {
        'lost_job_1mo': {
            'numerator': 2340,
            'sem': 1014.7282972059196},
        'job_search': {
            'numerator': 78380,
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    1: {
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    3: {
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    2: {
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uncertainty_uncalibrated_new_dict = {
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    4: {
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    3: {
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    2: {
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        'lost_job_1mo': {
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            'sem': 831.243117876841},
        'job_search': {
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        'job_offer': {
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        'is_unemployed': {
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            'sem': 6380.589292580216}},
    1: {
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        'job_offer': {
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