outputs/scope_audit.json

{
  "arxiv_id": "2604.20098v1",
  "claim_1": "exact source table arithmetic; 141.1% retention improvement, but DCF misses the 97% target by 0.45 percentage points",
  "claim_2": "exact source table arithmetic; 61.3% retention improvement and 99.15% coverage exceeds the 99% target",
  "claim_3": "Theorem 3.1 itself proves soft nonconformity-score convergence. Soft-quantile recovery is stated separately in Section 3.3 and empirically validated in Section 4.2.",
  "claim_4": "finite graph follows the Appendix-A.2 coupled temperature schedule and recovers the hard prediction set",
  "claim_5": "all eight Table-2 rows independently recomputed from confusion counts",
  "claim_6": "exact source cascade and an ancestor-removal destructive control",
  "large_scale_scope": "No LLM scoring, MATH/FELM model training, cross-validation, or dataset evaluation is performed or claimed.",
  "paper_id": "XfndtVLIub"
}