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ChatGPT shows gender bias in rating academic papers

A study found that ChatGPT exhibited a bias, rating articles authored by men higher than those authored by women when author names were anonymized. This gender preference varied by academic discipline, with some fields showing a more pronounced disparity than human raters. The research suggests that AI-based research evaluation should be approached with caution, as factors beyond writing style may influence these biased outcomes. AI

IMPACT Highlights potential biases in AI evaluation tools, urging caution in their application for research assessment.

RANK_REASON The cluster discusses a study's findings on AI bias, which falls under commentary on AI capabilities and implications.

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ChatGPT shows gender bias in rating academic papers

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  1. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Update. Without knowing author names, # ChatGPT rated male first-authored articles higher in quality than female first-authored papers. The results differed by

    Update. Without knowing author names, # ChatGPT rated male first-authored articles higher in quality than female first-authored papers. The results differed by discipline. But in some fields, the male-preference disparity was even larger than the same disparity in # REF ratings. …