Integrity Audit

Flag research-integrity risk signals across the corpus.

Overview

Runs a battery of heuristic research-integrity checks — e.g. excessive self-citation, suspiciously fast turnaround, citation anomalies, retraction hints — and flags papers for closer inspection, with a summary of how many papers trip each check. A screening aid, not a verdict.

Inputs

Data (Table) — bibliographic data.

Outputs

Papers with flags (Table) — per-paper integrity flags.
Summary (Table) — flag counts per check.

Controls

(runs the standard battery; results appear in the Flag summary)

Actions: Run Audit.