Marek Kwiek and Wojciech Roszka published an article in „Journal of Informetrics” (Scopus 97 percentile, WoS IF 4.611):
Gender-based homophily in research: A large-scale study of man-woman collaboration: Journal of Informetrics, 15(3) August 2021, article 101171, pp. 1-26. https://doi.org/10.1016/j.joi.2021.101171
Link to the article (Gold Open Access) is here.
PDF is here.