Reproducibility
Evidence
GEOMDIGEST treats reproducibility as a paper-level evidence ledger, not a profile-level popularity score. We record public artifacts, verification checks, confidence, and audit history so venue, researcher, and field-level summaries can be traced back to concrete links.
Public pages show badges, evidence links, confidence, and audit notes before numbers. Component scores are audit summaries, not league tables; researcher and venue rollups use verified evidence rather than provisional profile-level estimates.
Public code repositories, public data releases, documentation, preprints, supplementary material, package registries, runnable demos, benchmark suites, containers, and durable archives. Evidence must be reachable, attributable to the indexed paper, and materially useful for inspection or reuse.
Private repositories, broken links, graphical abstracts, vague "available upon request" statements, paywalled datasets with no reuse path, generic bibliography lists, and related tools that do not materially support the indexed paper are not treated as verified reproducibility evidence.
Every indexed paper now has an audit summary record. If a paper is missing code, data, documentation, a preprint, supplementary material, or a durable archive, submit the paper URL plus the evidence link from the paper page. Evidence submissions create a review item instead of immediately changing public claims.
Current methodology version: geomdigest-repro-ledger-v1. Latest audited record: Apr 2026.
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