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Research Integrity and Peer Review — Clarity Today

Topic

Research Integrity and Peer Review

Undisclosed LLM use in peer-review reports and submissions, and how journals and conferences police disclosure policies.

Current clusters

science1 distinct publisher

AI text detectors are good enough to deploy. The appeals process is what nobody has written.

Cancer-journal editors are already catching undisclosed LLM use in peer review with commercial software. The unresolved question is what happens to a flagged researcher who says no.

Publishers:nature.com

Reality

Evidence64
Adoption68
Hype gap+22
Incentives74

Confidence55