Pith Number

pith:JHYUXZ6I

pith:2011:JHYUXZ6IWZTUPS6W62RJORTQYC

not attested not anchored not stored refs pending

Classification Loss Function for Parameter Ensembles in Bayesian Hierarchical Models

Cedric E. Ginestet, Nicky G. Best, Sylvia Richardson

arxiv:1105.6322 v2 · 2011-05-31 · stat.ME · math.ST · q-bio.QM · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JHYUXZ6IWZTUPS6W62RJORTQYC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-18T04:20:15.435418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49f14be7c8b66747cbd6f6a2974670c085f03c2ba364a9fb6165413f46de6445

Aliases

arxiv: 1105.6322 · arxiv_version: 1105.6322v2 · doi: 10.48550/arxiv.1105.6322 · pith_short_12: JHYUXZ6IWZTU · pith_short_16: JHYUXZ6IWZTUPS6W · pith_short_8: JHYUXZ6I

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/JHYUXZ6IWZTUPS6W62RJORTQYC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 49f14be7c8b66747cbd6f6a2974670c085f03c2ba364a9fb6165413f46de6445

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38f029a11bb5026b1adfef9545f9d46a5f511a38dab6bed91a0701eab08c70de",
    "cross_cats_sorted": [
      "math.ST",
      "q-bio.QM",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2011-05-31T15:54:02Z",
    "title_canon_sha256": "0baa298424176ad3f6b20f0ea2ab0e92c7ec12bb0cc133e147246028c4c5db53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1105.6322",
    "kind": "arxiv",
    "version": 2
  }
}