Pith Number

pith:LGHCDRV2

pith:2023:LGHCDRV2VSGJX54MLK3WS3NHEE

not attested not anchored not stored refs pending

Derivative-based Shapley value for global sensitivity analysis and machine learning explainability

Giray \"Okten, Hui Duan

arxiv:2303.15183 v1 · 2023-03-24 · cs.LG · cs.NA · math.NA · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LGHCDRV2VSGJX54MLK3WS3NHEE}

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	2026-07-05T05:55:02.092293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

598e21c6baac8c9bf78c5ab7696da72114f81d712813c2b487b12584c2bde088

Aliases

arxiv: 2303.15183 · arxiv_version: 2303.15183v1 · doi: 10.48550/arxiv.2303.15183 · pith_short_12: LGHCDRV2VSGJ · pith_short_16: LGHCDRV2VSGJX54M · pith_short_8: LGHCDRV2

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/LGHCDRV2VSGJX54MLK3WS3NHEE \
  | 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: 598e21c6baac8c9bf78c5ab7696da72114f81d712813c2b487b12584c2bde088

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e9d0b331db6f42813859e27247c111f6d117265802ecd4e64e120f7aa1f6491",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-24T00:20:46Z",
    "title_canon_sha256": "b7ef76483848346b086da880bcf51c15dec9a7521ff4e7b758be9a7711b699c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.15183",
    "kind": "arxiv",
    "version": 1
  }
}