Pith Number

pith:IJEPGCDT

pith:2023:IJEPGCDTBJT3ZP6M76XMP42OD3

not attested not anchored not stored refs pending

The Inadequacy of Shapley Values for Explainability

Joao Marques-Silva, Xuanxiang Huang

arxiv:2302.08160 v1 · 2023-02-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IJEPGCDTBJT3ZP6M76XMP42OD3}

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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.

Cited by

1 paper in Pith

Towards Rigorous Explainability by Feature Attribution

Receipt and verification

First computed	2026-07-05T05:42:35.115658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4248f308730a67bcbfccffaec7f34e1ed5eb3432ea1fcb5c10f40130d5a405dd

Aliases

arxiv: 2302.08160 · arxiv_version: 2302.08160v1 · doi: 10.48550/arxiv.2302.08160 · pith_short_12: IJEPGCDTBJT3 · pith_short_16: IJEPGCDTBJT3ZP6M · pith_short_8: IJEPGCDT

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/IJEPGCDTBJT3ZP6M76XMP42OD3 \
  | 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: 4248f308730a67bcbfccffaec7f34e1ed5eb3432ea1fcb5c10f40130d5a405dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f52e470d5f4444dac2e5eefbd26c66bb6ca699489e4c24aa40c0d8f724ff2826",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-16T09:19:14Z",
    "title_canon_sha256": "af372d0fddb3ec972e9c3969001c5c5c23df3f15e677b02adc95c1a8563a8ad7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08160",
    "kind": "arxiv",
    "version": 1
  }
}