Guiding LLM Peer Reviewers: The Impact of Score Anchors on Review Evidence and Accuracy

Large language models (LLMs) are increasingly used for research quality evaluation, with prior work exploring their scoring accuracy and the plausibility of review rationales. However, less is known about whether external score guidance changes the evidence presented in the generated review as well