Pith Number

pith:Z7TE26CE

pith:2025:Z7TE26CEFE4P7A4GUZ3MS7PWS7

not attested not anchored not stored refs pending

Causal Additive Models with Unobserved Causal Paths and Backdoor Paths

Shohei Shimizu, Takashi Nicholas Maeda, Thong Pham

arxiv:2502.07646 v3 · 2025-02-11 · cs.LG · stat.ME · 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{Z7TE26CEFE4P7A4GUZ3MS7PWS7}

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	2026-05-25T02:01:02.338388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfe64d78442938ff8386a676c97df697c86726a9e72e74de410b7f522f250f1b

Aliases

arxiv: 2502.07646 · arxiv_version: 2502.07646v3 · doi: 10.48550/arxiv.2502.07646 · pith_short_12: Z7TE26CEFE4P · pith_short_16: Z7TE26CEFE4P7A4G · pith_short_8: Z7TE26CE

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/Z7TE26CEFE4P7A4GUZ3MS7PWS7 \
  | 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: cfe64d78442938ff8386a676c97df697c86726a9e72e74de410b7f522f250f1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d4d1e152e55ca468fefdc91a4a9c6ec20fb0109643249666df3f43c869aa36c",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-11T15:35:15Z",
    "title_canon_sha256": "0c274495c8629ded9c9ec27f869e087412ef29855df305dfec9ea1cf1cd2ae19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07646",
    "kind": "arxiv",
    "version": 3
  }
}