...but know that your answer will depend on the gender of said scientist:
http://www.buzzfeed.com/annanorth/what-male-and-female-scientists-say-about-women-in
http://www.buzzfeed.com/annanorth/what-male-and-female-scientists-say-about-women-in
Women are underrepresented in science in general, but the gender gap is bigger in some fields than others: physics, for instance, has a much lower percentage of women than biology. Researchers decided to ask scientists themselves why they thought this was — and male and female scientists turned out to have pretty different ideas.
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