Noted: Anna Kaatz, a computational data scientist at the University of Wisconsin in Madison who studies diversity in the scientific workforce, agrees that the overall picture painted by the paper is encouraging. Yet the study glosses over the systemic pressures that discourage women from applying for grants and renewals at the same rate as men, she says