A Pilot Evaluation of Open-Weight Large Language Models for Screening RNA-seq Metadata in Public Databases

Summary

Major revisionpanel verdict · 2026-09-03

Review Summary — 1 4 1 5 1 6 1 7 1 8 1 9 20 21 22 23 24 25 26 27 28

Decision: Major Revision Target venue: In Silico Review strictness: Balanced (3/5) Reviewer panel: condensed (5 reports)

Reviewer Scores

  • scientific_validity — score 4.0/5 (confidence 4.0/5)
  • reporting_reproducibility — score 4.0/5 (confidence 4.0/5)
  • ethics — score 5.0/5 (confidence 4.0/5)
  • data_analysis — score 4.0/5 (confidence 4.0/5)
  • contribution_context — score 4.0/5 (confidence 5.0/5)

Panel average: not used; individual scores are advisory

Editorial Audits

  • Citation Integrity Auditor — see full Markdown audit
  • Methods Completeness & Reagent Traceability Auditor — see full Markdown audit

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