Beyond Final Decisions: A Process-Centric Benchmark for Transparent AI-Assisted Peer Review
This work introduces a process-centric diagnostic benchmark for AI-assisted peer review that compares the decision value of Gold-process variables and Predicted-process variables, and conducts stage-level evaluation, chain-consistency evaluation, and interventional sensitivity analysis.
Siming Yuan, Xue-Yi Zhang, Wang-Ze Ni et al.
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