Originally Posted by Val
In other words, males may overestimate their abilities (due to being less competent), while females underestimate their abilities (due to being more competent).

Your study showed that these gender differences in perception exist when competency is equivalent, so, no. Women are not dropping out of the sciences because they're too smart for them.