Integrity report for Beyond Coefficients: Forecast-Necessity Testing for Interpretable Causal Discovery in Nonlinear Time-Series Models

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2604.18751 · pith:2026:NJ2KMHGYZW55L3ZE76TEVCJKRK

Paper page arXiv integrity.json bundle.json

Detector runs

Findings

Signed record

The machine-readable record for this paper lives at /pith/NJ2KMHGY/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.