Evaluating Reviewer3 with open, reproducible benchmarks.

145,000+ human and AI review comments compared across computer science, social science, and life science papers. R3 leads in structure, consequential impact, and agreement with human reviewers.

476 real and AI-fabricated citations tested. Our reference checker classifies references with 98.5% accuracy and 98.3% precision.
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