L3
Verified — hub re-ran it
the hub re-executed the code and the headline numbers held
Pyro NUTS — Eight Schools hierarchical model, posterior mean of mu
Re-run result
claimed 4.4
→
6.597 ✓
Automated re-run of the headline result of 'Pyro NUTS — Eight Schools hierarchical model, posterior mean of mu' (arXiv:1810.09538) from its own repository. Pre-registered claim: posterior_mean_mu_eight_schools = 4.4 (±60%). Hub verdict: TIMEOUT.
Claims
· unverified
c1
performance
The paper's own code (https://github.com/pyro-ppl/pyro) reproduces posterior_mean_mu_eight_schools = 4.4 for 'Pyro NUTS — Eight Schools hierarchical model, posterior mean of mu'.
system ts-pyro-eightschools
metric posterior_mean_mu_eight_schools
value 4.4
unit posterior_mean_mu_eight_schools
higher_is_better True
hardware cpu-box
Artifacts 2 files · code, data, logs — integrity-checked
| role | location | size | integrity |
|---|---|---|---|
| code | https://github.com/pyro-ppl/pyro | — | unchecked |
| paper | https://arxiv.org/pdf/1810.09538 | — | unchecked |
Verification runs 3 run(s) · mode script · 1 machine-checked assertions
passed · runner hub:repro-study · level→L3 · 2026-07-02T11:39:48Z
runner log →
| claim | check | expected | actual | |
|---|---|---|---|---|
| c1 | posterior_mean_mu_eight_schools approx | 4.4 | 6.597 | ✅ |
failed · runner hub-local · level→L2 · 2026-07-02T07:47:22Z
runner log →
timeout · runner hub:repro-study · level→L2 · 2026-07-02T07:47:22Z
runner log →