ARA extracts workflow graphs from papers and scores reproducibility, reaching 61% accuracy on 213 ReScience C articles and outperforming priors on ReproBench and GoldStandardDB.
Assessing data availability and research reproducibility in hydrology and water resources
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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.