Female supremacy is an ideology advocating a matriarchy (female-dominated society). Female supremacy is related to, but not the same as, lesbian separatism and separatist feminism.
Those with any knowledge of psychology, sociology, anthropology, biology, or at least an ounce of common sense consider it to be bullshit.