ARA extracts workflow graphs from papers and scores reproducibility, reaching 61% accuracy on 213 ReScience C articles and outperforming priors on ReproBench and GoldStandardDB.
Systematic assessment of the replicability and generalizability of preclinical findings: Impact of protocol harmonization across laboratory sites
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ARA: Agentic Reproducibility Assessment For Scalable Support Of Scientific Peer-Review
ARA extracts workflow graphs from papers and scores reproducibility, reaching 61% accuracy on 213 ReScience C articles and outperforming priors on ReproBench and GoldStandardDB.