datadryad.org

Key factors

• + Established institutional presence — Dryad was founded in 2008 and is a recognized nonprofit organization with formal partnerships with peer-reviewed journals, major publishers (Wiley, PLoS, Nature), and academic institutions.
• + Transparent governance and funding — Dryad publishes clear information about its governance structure, funding sources (including membership fees, DOI registration fees, and grants), and operational standards.
• + Curation and metadata standards — All deposited datasets undergo automated and manual validation; requires complete metadata, DOI registration, and licensing information before publication.
• + Community adoption — Widely used and endorsed by major publishers, funding agencies (NSF, NIH), and thousands of academic institutions as a trusted data repository.
• • Not a news/journalism source — Dryad is an infrastructure service for research data, not a news publication or editorial outlet. Credibility assessment applies to data stewardship, not news accuracy or editorial bias.

Editorial standards

Dryad operates a curated repository model with mandatory metadata standards, licensing requirements, and compliance with publisher and funder data policies. Datasets must be associated with a citable publication (or accepted manuscript) and undergo automated validation and curator review. Versioning, DOI assignment, and audit trails are maintained. There is no 'corrections policy' in the journalistic sense; rather, datasets are versioned and can be updated or superseded, with full provenance preserved.

Fact-checking

Not applicable. Dryad is a data repository, not a news organization. Its role is to preserve and curate research datasets, not to verify or fact-check claims. Data quality depends on the submitting researchers and peer review of the associated publications.