Beyond Human-Likeness: Mapping the Scientific Critique Profiles of LLMs and Human Reviewers

Yunhan Yang, Mike Thelwall, Guoxiu He

Large language models (LLMs) are increasingly discussed as tools for peer review, but their value is often assessed through human-likeness, perceived usefulness, or textual overlap…