What the world really needs is more dudes taking the devil's advocate position on sexism issues.
Looking at the data for insiders (left part of Fig. 5), you have evidence that male insiders have lower PR acceptance rates when their avatar was gendered but women insiders don't. Applying the authors' logic you would have to conclude that tech is biased against men, which is nonsense and which illustrates that the reasoning used in this study isn't sound.
[1] https://peerj.com/preprints/1733.pdf
Edit: Down voting instead of responding is lazy, too.
Calling that bullshit out is a worthy cause.
What the world needs is less people calling out others for who they are as opposed to the what they said.