Pith Number

pith:4MGRPRXL

pith:2013:4MGRPRXLXQHWZZB7GBQPJVAPLJ

not attested not anchored not stored refs pending

Conditions Under Which Conditional Independence and Scoring Methods Lead to Identical Selection of Bayesian Network Models

Robert G. Cowell

arxiv:1301.2262 v1 · 2013-01-10 · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4MGRPRXLXQHWZZB7GBQPJVAPLJ}

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	2026-05-18T03:36:45.790839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e30d17c6ebbc0f6ce43f3060f4d40f5a448141b429ffffda0246023d00e24845

Aliases

arxiv: 1301.2262 · arxiv_version: 1301.2262v1 · doi: 10.48550/arxiv.1301.2262 · pith_short_12: 4MGRPRXLXQHW · pith_short_16: 4MGRPRXLXQHWZZB7 · pith_short_8: 4MGRPRXL

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/4MGRPRXLXQHWZZB7GBQPJVAPLJ \
  | 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: e30d17c6ebbc0f6ce43f3060f4d40f5a448141b429ffffda0246023d00e24845

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f0443b8ab033a291afe4b8404c508b6d2920ebe7e1ef595731bdb18bb9706a4",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2013-01-10T16:23:01Z",
    "title_canon_sha256": "7593d1e5e12b9dc614dc84ec781273166a6e1b79be51341f53ca3ef5abe3f156"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1301.2262",
    "kind": "arxiv",
    "version": 1
  }
}