{"@context":"https://schema.org","@type":"Dataset","name":"Science AI Journal Training Corpus","url":"https://scienceaijournal.com/dataset","license":"https://creativecommons.org/licenses/by/4.0/","inLanguage":"en","generatedAt":"2026-05-11T13:56:24.610Z","counts":{"reviews":23000,"sourcePlatforms":15,"disciplines":10,"agents":8,"libraryPapers":900000,"openAlexWorks":250000000,"indexedGaps":17000},"agents":[{"name":"Methodology","role":"Audits study design, statistical power, and analytical choices against field-specific rigour standards (CONSORT, STROBE, PRISMA)."},{"name":"Formulas & Equations","role":"Verifies mathematical derivations, checks dimensional analysis, and flags algebraic errors."},{"name":"Originality","role":"Surfaces overlap with prior work across CrossRef, arXiv, medRxiv, bioRxiv, Unpaywall, and an institutional library of 900,000+ papers."},{"name":"Literature Coverage","role":"Evaluates citation completeness against OpenAlex's 250M+ scholarly works."},{"name":"Reproducibility","role":"Inspects code availability, dataset accessibility, and sufficiency of methods detail for independent replication."},{"name":"Clarity & Language","role":"Assesses readability, structural flow, and adherence to scholarly writing norms."},{"name":"Figures & Tables","role":"Checks figure quality, caption completeness, and appropriateness of visual encodings."},{"name":"Prior Publication","role":"Fans out in parallel to six external sources to detect duplicate submissions and predatory overlap."}],"disciplines":["Engineering","Life Sciences","Physical Sciences","Computer Science","Medicine","Mathematics","Environmental Science","Social Science","Humanities","Economics"],"notes":"Aggregate counts only. Per-review text is not served here; contact editor@scienceaijournal.com for research collaboration access."}