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Affiliation Bias in Peer Review of Abstracts by a Large Language Model

2 点作者 wjb3超过 1 年前

1 comment

wjb3超过 1 年前
I'd like to see a strong cohort of institutions experiment with an alternative academic evaluation system, much like a robust political system or a monopoly-free market, where competing approaches better serve the consumer. This new approach could aim for a more holistic and fair assessment, recognizing a wide array of contributions – prioritizing research excellence, emphasizing quality and real-world impact, teaching effectiveness, mentorship, community service, leadership roles, public engagement, and interdisciplinary collaborations. Implementing a balanced scorecard system with customizable weights for different disciplines and a diverse panel for peer review could foster healthy competition and innovation in academia. The goal here is to encourage a well-rounded academic career, acknowledge diverse contributions, and foster a more inclusive environment. I suspect it would be truly beneficial to see something akin to this in academia, promoting diversity and excellence in ways that mirror the advantages seen in competitive, diverse markets.