Beyond Final Decisions: A Process-Centric Benchmark for Transparent AI-Assisted Peer Review

arXiv:2609.05947 · cs.AI · Submitted 2026-09-05 · Read on arXiv

cs.AI

Submitted: 2026-09-05

Updated: 2026-09-05

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 4× in this paper · explained in 2 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Accuracy — 1× in this paper · explained in 1 episode

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