This article proposes a discussion based on the historic exclusion of women in the scientific field. The statements are based off Paul Feyerabend's critique of scientific methodology and epistemology, especially in pluralistic philosophy. The analysis showed that the process of excluding women in science, privileged the knowledge produced by men. This non-neutral process, was at a detriment to women and invisibilized their scientific findings.