Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• The systematic assessment of completeness of public metadata accompanying omics studies in the Gene Expression Omnibus data repository.

  PMID 40926267 · PMC12421755 · Genome biology · 2025 · 8 claims · 3 setups

  Has reproduction · 99

  Across 253 manually curated studies (164,000+ samples), over 25% of critical metadata are omitted, with only 74.8% of relevant phenotypes available overall.

  randomly repositories geo manual automated

• Fungal metabarcoding data integration framework for the MycoDiversity DataBase (MDDB).

  PMID 32463383 · PMC7734503 · Journal of integrative bioinformatics · 2020 · 7 claims · 4 setups

  Has reproduction · 78

  Public fungal metabarcoding raw DNA data and their associated environmental metadata in sequence archives are heterogeneously annotated and lack a uniform processing pipeline, preventing large-scale biodiversity/distribution assessments.

  selected pubmed sra collection-site pdf pubmed sra

• The archives are half-empty: an assessment of the availability of microbial community sequencing data.

  PMID 32859925 · PMC7455719 · Communications biology · 2020 · 8 claims · 6 setups

  Has reproduction · 95

  A large proportion of 16S rRNA amplicon sequencing studies contain data that is not available or not reusable despite being reported as deposited.

  publications randomly studies v3–v4 literature manual database