Verify scientific paper trustworthiness
publication-trustskillsetup L1★35
ammawla/encode-toolkit ↗What it does
Assess scientific integrity and reproducibility of publications
Best for
Deciding whether to build downstream analysis on a paper's methods before wasting resources on unreliable findings.
Inputs
- · PubMed ID or DOI
Outputs
- · Trust level (1-5)
- · Retraction/erratum status
- · Contradiction evidence
Requires
- · PubMed
- · bioRxiv
- · Consensus search API
Preconditions
- · Internet access
- · PMID or DOI
Failure modes
- · Preprint not yet peer-reviewed
- · Contradiction evidence incomplete
Trust signals
- · Checks formal retractions
- · Scans for informal contradictions
- · Multi-source verification