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Paper Integrity Record · LEDGER

Evaluating Time Series Foundation Models for Electricity Price Forecasting: Contamination Risk, Distributional Shifts, and Covariate Dependence

As of 13 July 2026, Pith completed 3 of 4 listed checks against arXiv:2607.02623. The completed checks produced 7 public findings within their stated scope. 1 check was skipped and produced no result.

This is a record of named checks, not a clean-status claim or a paper verdict.

pith.integrity.v1
2607.02623 v1
pith:2026:FRJSGZ2LDFMCGT2UHP64XDCQ76

Coverage vector

completed 3 of 4 listed checks

Counted as completed checks in the claim sentence numerator.

skipped 1 of 4 listed checks

Skipped checks produced no result and say nothing about absence.

Listed checks

doi_title_agreement

completed

v1.0.0, observed 2026-07-13 12:32:20.225818+00:00

Scope
Cited titles compared with titles resolved from their DOI or arXiv identifier.
Completed surface
Completed within the stated scope.

doi_compliance

completed

v1.0.0, observed 2026-07-13 10:16:40.270013+00:00

Scope
DOI and arXiv identifiers listed in the bibliography checked against named registries.
Completed surface
Checked 13 references. Recorded 7 findings from this run.

claim_evidence

completed

v1.0.0, observed 2026-07-12 19:23:33.932042+00:00

Scope
Recorded paper claims checked for the evidence artifacts they name.
Completed surface
Completed within the stated scope.

ai_meta_artifact

skipped

v1.0.0, observed 2026-07-09 18:49:35.790248+00:00

Scope
Paper body text scanned for literal AI-assistant artifacts.
Reason
Paper body text was unavailable.

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.