Pith. sign in
Pith Number

pith:Q32IBLWX

pith:2022:Q32IBLWXP2BEEZFL74B3YH53WZ
not attested not anchored not stored refs pending

BCDAG: An R package for Bayesian structure and Causal learning of Gaussian DAGs

Alessandro Mascaro, Federico Castelletti

arxiv:2201.12003 v1 · 2022-01-28 · stat.ML · cs.LG · stat.ME

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Q32IBLWXP2BEEZFL74B3YH53WZ}

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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 2026-07-05T03:52:19.345356Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

86f480aed77e824264abff03bc1fbbb656d4e78e4b73692da1ac2b9f46f67714

Aliases

arxiv: 2201.12003 · arxiv_version: 2201.12003v1 · doi: 10.48550/arxiv.2201.12003 · pith_short_12: Q32IBLWXP2BE · pith_short_16: Q32IBLWXP2BEEZFL · pith_short_8: Q32IBLWX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Q32IBLWXP2BEEZFL74B3YH53WZ \
  | 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: 86f480aed77e824264abff03bc1fbbb656d4e78e4b73692da1ac2b9f46f67714
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0419a782de7e0107c7823976ec6b9abb5fdf65276746d448f5060cd385226934",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-01-28T09:30:32Z",
    "title_canon_sha256": "68880a3d16307ac216b9e09e14fbe5a365c87c85aec0ff6661c1a417fb041319"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.12003",
    "kind": "arxiv",
    "version": 1
  }
}