Pith Number

pith:OPPL3SKX

pith:2025:OPPL3SKXGYPPCEC5NVES2NDOFJ

not attested not anchored not stored refs pending

Causal SHAP: Feature Attribution with Dependency Awareness through Causal Discovery

Li Rong Wang, Siyuan Liu, Woon Yee Ng, Xiuyi Fan

arxiv:2509.00846 v1 · 2025-08-31 · cs.LG · cs.AI · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OPPL3SKXGYPPCEC5NVES2NDOFJ}

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	2026-07-05T12:02:23.595895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73debdc957361ef1105d6d492d346e2a68dc2f02263a45ba3d43400acc3b4247

Aliases

arxiv: 2509.00846 · arxiv_version: 2509.00846v1 · doi: 10.48550/arxiv.2509.00846 · pith_short_12: OPPL3SKXGYPP · pith_short_16: OPPL3SKXGYPPCEC5 · pith_short_8: OPPL3SKX

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/OPPL3SKXGYPPCEC5NVES2NDOFJ \
  | 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: 73debdc957361ef1105d6d492d346e2a68dc2f02263a45ba3d43400acc3b4247

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1114adac79105e4c45a5f5091689cb9cd293133db56103b34fe39587e362cc1",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-31T13:31:34Z",
    "title_canon_sha256": "fa31ca0f2635a5d72b6520efb83a00e32c6c9c8a12844acf315e75a341a2ba98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00846",
    "kind": "arxiv",
    "version": 1
  }
}