So, it seems like one could just as easily use this evidence to say, "any gender differential in income greater than 11%, is likely due to discrimination against women". I don't doubt there are many fields where the differential is more than that...
The data doesn't support such a conclusion. It says that when you fully control for individual choices, the difference disappears. In a different profession or industry there may be different effect sizes of those choices.