mostly the "wage gap" myth is nonsense, as it is merely a reflection of the overall decisions made by the employees
such as hours worked, vacation time, maternity leave, etc.
the reason women overall are paid less throughout the full year is because the entire demographic they use for the stats take more time off for things, work more flexible hours, and take low paying and less risky occupations.