Preprints.ai
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Independent context

Replication and reproduction context

Reports can show whether a preprint is a documented repeat attempt and whether its cited foundations have documented replication or reproduction attempts.

preview signal not a grade input source: FLoRA · CC BY 4.0

Source and matching

We synchronise the open FORRT Library of Reproduction and Replication Attempts (FLoRA). Each source row links an original work to a replication or reproduction and records the repeat study's characterised outcome.

A report checks the paper DOI, its known published-version DOI, and DOI-shaped references found in the cached manuscript full text. Matches are exact after DOI normalisation; titles and author names are not used to force a match.

What the labels mean

Not a verdict. A failed replication does not automatically invalidate the original study, and citing that study does not make the citing manuscript unreliable. The report presents the relationship so a human reader can inspect the claim and context.

Scoring policy

This preview signal does not alter Evidence, Trust, Novelty, run confidence, or publication proxies. Any future scoring use would require a separate validation decision demonstrating that the specific interpretation is reliable and applicable.

Freshness and failure states

The source is refreshed after a successful download passes schema, size, and record-count validation. An incomplete refresh preserves the last good dataset. The API distinguishes a successful check with no match (not_found) from a check that could not run (unavailable).

Known limitations