Looks like female students in the US and male students in France may be unfairly judging teachers based on a gender bias. Please read this article by NPR:
Why Female Professors Get Lower Ratings
It is of course tantalizing to speculate how this research may play out, but it is also important to remember that a bias can be very difficult to locate and even harder to eradicate.