{"@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":"2026-10-01T18:50:30.664Z","counts":{"reviews":69000,"sourcePlatforms":19,"disciplines":10,"agents":8,"libraryPapers":4533900,"openAlexWorks":250000000,"indexedGaps":120000,"gapPages":1100},"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":"Checks the manuscript's novelty claims against papers in our 4.5M-paper local library and flags possible overlap and self-plagiarism signals."},{"name":"Literature Coverage","role":"Evaluates citation completeness, missing seminal references and self-citation balance, with a live OpenAlex snapshot of the field (volume, top venues, peak year) for context."},{"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":"A deterministic lookup, not a language model: fans out in parallel to 7 external sources — CrossRef, PubMed, arXiv, bioRxiv, medRxiv, Europe PMC and Unpaywall — and our local library to detect prior publication and duplicate submission."}],"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."}