We need to step away from principles and just use common sense. Of course, it would be disastrous to say any woman who gets drunk, has sex and can't remember was raped.
But in this case, a drunk woman decides to have sex with a middle aged taxi drive in the back seat of a cab....there is no reasonable doubt here.