Pith Number

pith:XOMKFUNU

pith:2021:XOMKFUNUPHJJ3PZXZ7GWKO2N4Z

not attested not anchored not stored refs pending

Deconfounded Score Method: Scoring DAGs with Dense Unobserved Confounding

Alexis Bellot, Mihaela van der Schaar

arxiv:2103.15106 v2 · 2021-03-28 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XOMKFUNUPHJJ3PZXZ7GWKO2N4Z}

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.

Cited by

2 papers in Pith

Score-Based Causal Discovery of Latent Variable Causal Models

Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models

Receipt and verification

First computed	2026-07-05T02:42:50.066465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb98a2d1b479d29dbf37cfcd653b4de67a5939ee8fd580a7374689cd075fe571

Aliases

arxiv: 2103.15106 · arxiv_version: 2103.15106v2 · doi: 10.48550/arxiv.2103.15106 · pith_short_12: XOMKFUNUPHJJ · pith_short_16: XOMKFUNUPHJJ3PZX · pith_short_8: XOMKFUNU

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/XOMKFUNUPHJJ3PZXZ7GWKO2N4Z \
  | 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: bb98a2d1b479d29dbf37cfcd653b4de67a5939ee8fd580a7374689cd075fe571

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d457d52147a84cec827faf01152edc6ea9e5baed26657c61400f8bb7fe947f9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-03-28T11:07:59Z",
    "title_canon_sha256": "e33bb66dc467affe1c2cefcc2c033dc36ebf6c680696d598b85fd6f5dafb0165"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.15106",
    "kind": "arxiv",
    "version": 2
  }
}