pith. sign in
Pith Number

pith:Q7SZFOXA

pith:2013:Q7SZFOXAYAGJ2PSHFBXKYSMCT5
not attested not anchored not stored refs pending

Why Is Diagnosis Using Belief Networks Insensitive to Imprecision In Probabilities?

Brendan del Favero, Gregory M. Provan, Kurt Huang, Malcolm Pradhan, Max Henrion, Paul O'Rorke

arxiv:1302.3582 v1 · 2013-02-13 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Q7SZFOXAYAGJ2PSHFBXKYSMCT5}

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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 2026-05-18T03:33:36.670136Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

87e592bae0c00c9d3e47286eac49829f6488fc7fdcd92630259f554e8623cbdf

Aliases

arxiv: 1302.3582 · arxiv_version: 1302.3582v1 · doi: 10.48550/arxiv.1302.3582 · pith_short_12: Q7SZFOXAYAGJ · pith_short_16: Q7SZFOXAYAGJ2PSH · pith_short_8: Q7SZFOXA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Q7SZFOXAYAGJ2PSHFBXKYSMCT5 \
  | 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: 87e592bae0c00c9d3e47286eac49829f6488fc7fdcd92630259f554e8623cbdf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "43ee1b12f6a57c0ead98cc0095afed5cd7993d470e4ebbeed1afd10eee009928",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2013-02-13T14:14:34Z",
    "title_canon_sha256": "2f7f2d39d64501e8d5e440883d5ba7d76f16ae8374e1375d8b01bfb10ab29813"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1302.3582",
    "kind": "arxiv",
    "version": 1
  }
}