This has already been more or less disproven on multiple facets.
https://www.thedailybeast.com/no-women-dont-make-less-money-than-men
https://www.latimes.com/sports/soccer/story/2019-07-30/us-soccer-women-paid-more-than-men
https://www.huffpost.com/entry/women-ceo-gender-pay-gap_n_57322688e4b016f378974931
https://www.theguardian.com/commentisfree/2011/nov/27/young-women-earning-more-men
https://www.nytimes.com/2019/03/04/technology/google-gender-pay-gap.html