Counted as completed checks in the claim sentence numerator.
Paper Integrity Record · LEDGER
Fleet: Few Shots Lead Effective AI-generated Image Detection
As of 13 July 2026, Pith completed 4 of 4 listed checks against arXiv:2606.31082. The completed checks produced 1 public finding within their stated scope.
This is a record of named checks, not a clean-status claim or a paper verdict.
Coverage vector
Listed checks
doi_compliance
completedv1.0.0, observed 2026-07-13 16:33:39.343156+00:00
- Scope
- DOI and arXiv identifiers listed in the bibliography checked against named registries.
- Completed surface
- Checked 18 references. Recorded 1 finding from this run.
claim_evidence
completedv1.0.0, observed 2026-07-12 23:03:39.194068+00:00
- Scope
- Recorded paper claims checked for the evidence artifacts they name.
- Completed surface
- Completed within the stated scope.
doi_title_agreement
completedv1.0.0, observed 2026-07-12 20:32:11.481419+00:00
- Scope
- Cited titles compared with titles resolved from their DOI or arXiv identifier.
- Completed surface
- Checked 8 references.
ai_meta_artifact
completedv1.0.0, observed 2026-07-10 00:49:56.927912+00:00
- Scope
- Paper body text scanned for literal AI-assistant artifacts.
- Completed surface
- Checked 1 reference.
Observations
Methods and limits
Each listed check names the surface it examined. A skipped, failed, partial, unavailable, not collected, not requested, or withheld check says nothing about what a completed check would have returned.
- Only checks with status completed enter the claim sentence numerator.
- Findings appear only from completed checks and only within the scope printed for that check.
- Severity labels describe one observation row. They do not roll up into a paper judgment.