AI peer reviewers show excessive agreement across papers and give higher scores after simple LLM-based stylistic rewriting, so general-purpose LLMs should not automate reviews without rigorous evaluation.
URL https://asistdl.onlinelibrary.wiley
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2representative citing papers
Analysis of 13 ALMA cycles shows distributed peer review reproduces panel-based proposal ranking trends at the population level across demographics and science areas.
citing papers explorer
-
Stop Automating Peer Review Without Rigorous Evaluation
AI peer reviewers show excessive agreement across papers and give higher scores after simple LLM-based stylistic rewriting, so general-purpose LLMs should not automate reviews without rigorous evaluation.
-
Distributed Peer Review at ALMA: An Empirical Comparison with Panel-Based Review
Analysis of 13 ALMA cycles shows distributed peer review reproduces panel-based proposal ranking trends at the population level across demographics and science areas.