Pith Number

pith:2XC6ACOZ

pith:2023:2XC6ACOZLNTXHA3RK5W7OEAHVR

not attested not anchored not stored refs pending

Explaining Predictive Uncertainty with Information Theoretic Shapley Values

David S. Watson, Ido Guy, Joshua O'Hara, Niek Tax, Richard Mudd

arxiv:2306.05724 v2 · 2023-06-09 · 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{2XC6ACOZLNTXHA3RK5W7OEAHVR}

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

Statistical Analysis of using the Shapley Value for Sensor Anomaly Localization with Accurate Classifiers

On Using the Shapley Value for Anomaly Localization: A Statistical Investigation

Receipt and verification

First computed	2026-07-05T07:07:11.955899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5c5e009d95b67738371576df71007ac7fab1f7c68d115f51d5431ed1c2fe7fb

Aliases

arxiv: 2306.05724 · arxiv_version: 2306.05724v2 · doi: 10.48550/arxiv.2306.05724 · pith_short_12: 2XC6ACOZLNTX · pith_short_16: 2XC6ACOZLNTXHA3R · pith_short_8: 2XC6ACOZ

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/2XC6ACOZLNTXHA3RK5W7OEAHVR \
  | 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: d5c5e009d95b67738371576df71007ac7fab1f7c68d115f51d5431ed1c2fe7fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd03246e741232c345a59b2253c4c237e65ec97d240a1368d57525353607dea0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-06-09T07:43:46Z",
    "title_canon_sha256": "942b612dc7a6fe1be3ad0eed346f57cfbc739a12e952df8ac7162f51797feb0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.05724",
    "kind": "arxiv",
    "version": 2
  }
}