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June 2025, Paper: "We thank Hashir Baqai, Zaheer Mohiuddin, Zuhayeer Musa, and Brian Nguyen for their help, and we thank levels.fyi for granting access to their data. We gratefully acknowledge research support from the National Science Foundation, UC Berkeley's Center for Equity, Gender, and Leadership, and Brown's Bravo Center for Economic Research. The collaborating institution did not provide any financial support for the research being conducted. We are also thankful for feedback from colleagues and seminar audiences at Princeton, Stanford (SITE), University of Chicago, University of Pittsburgh (BEDI), London School of Economics, UCLA, University of Stockholm, Harvard (Opportunity Insights), Harvard Business School, University of Taiwan, Boston University, Brown, NHH, UC-Berkeley, Google, ASSA Annual Meetings, Utah Winter Business Economics Conference, and the International Conference on Gender and Economics. This project was reviewed and approved in advance by the Institutional Review Board at Harvard Business School. The field experiment was pre-registered in the AEA RCT Registry (#0011491). Yuerong Zhuang, Julia Gilman, Miriam Malament and Alexia Witthaus Vine provided excellent research assistance. The views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research."