But it isn't the undergrads you're looking for if you want the "smartest mostly female group." Undergrads are less bright on average than advanced degree holders due to various selection effects.
IME, among post-docs there might not be as many females as among freshers, but there definitely are more than among tenured professors.
If it's worth saying, but not worth its own post (even in Discussion), then it goes here.