Pith Number

pith:KOWWGW63

pith:2024:KOWWGW63LPUBKTDP4UPA72PDI6

not attested not anchored not stored refs pending

Sensitivity Analysis on Policy-Augmented Graphical Hybrid Models with Shapley Value Estimation

Junkai Zhao, Jun Luo, Wei Xie

arxiv:2411.13396 v2 · 2024-11-20 · stat.ML · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KOWWGW63LPUBKTDP4UPA72PDI6}

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	2026-07-05T09:42:33.043506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53ad635bdb5be8154c6fe51e0fe9e347bd834b9b105b41db389a7aae55a5543e

Aliases

arxiv: 2411.13396 · arxiv_version: 2411.13396v2 · doi: 10.48550/arxiv.2411.13396 · pith_short_12: KOWWGW63LPUB · pith_short_16: KOWWGW63LPUBKTDP · pith_short_8: KOWWGW63

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/KOWWGW63LPUBKTDP4UPA72PDI6 \
  | 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: 53ad635bdb5be8154c6fe51e0fe9e347bd834b9b105b41db389a7aae55a5543e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67ae9dc825821887645ea13c00aa0be4345646d5a2ca72af84037fe831051107",
    "cross_cats_sorted": [
      "stat.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-11-20T15:33:39Z",
    "title_canon_sha256": "6e6e2286f1287f322ce7413363d9c1f81e45f51e6ebd7e8892c913673d9732e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13396",
    "kind": "arxiv",
    "version": 2
  }
}