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OpenDiscoveryTrace is a public dataset of 558 AI scientific agent trajectories that captures reasoning processes, not just outputs, to enable auditing and evaluation of scientific methodologies across multiple models and domains.
This paper introduces a process-centric benchmark for evaluating AI-assisted peer review systems, aiming to improve transparency and reliability beyond final decision accuracy.