ARA extracts workflow graphs from papers and scores reproducibility, reaching 61% accuracy on 213 ReScience C articles and outperforming priors on ReproBench and GoldStandardDB.
A practical guide to assess the reproducibility of echocardiographic measurements
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.