Ground Truth · reproduction package
NOHARM recomputation
Everything the article’s numbers were computed from, plus the code that computes them. The reproduction script verifies the five input files against published SHA-256 hashes before it computes anything, and stops if they differ.
Run it with python3 reproduce_all.py against the authors’ released data at commit 7b089bd. Start with provenance.md.
| File | What it is |
|---|---|
| provenance.md | Provenance and reproduction notes — sources, hashes, results as captured, scope and limits |
| reproduce_all.py | Regenerates every deterministic figure in the article; verifies inputs by hash first |
| verify_claims.py | Independent implementation, written without reference to the authors' code |
| repro_stats_authors_MIT.py | The authors' own statistics module (MIT), for reproducing their procedure with their code |
| reproduce_all.out | Captured output — ALL CHECKS PASS |
| top_tier.out | Captured output — authors' multiple-comparisons procedure, B=10,000, seed 0 |
| independent.out | Captured output — independent implementation |
| hashes.txt | SHA-256 of the three captured outputs |