Abstract—Sustained participation by contributors in open-source software is critical to the survival of open-source projectsand can provide career advancement benefits to individualcontributors. However, not all contributors reap the benefitsof open-source participation fully, with prior work showingthat women are particularly underrepresented and at higherrisk of disengagement.