Pith Number

pith:63CKCZM3

pith:2023:63CKCZM3UI45JG24FAAIYAPRO6

not attested not anchored not stored refs pending

Enhanced Local Explainability and Trust Scores with Random Forest Proximities

Bhaskarjit Sarmah, Deran Onay, Dhagash Mehta, Dhruv Desai, Dimitrios Vamvourellis, Joshua Rosaler, Stefano Pasquali

arxiv:2310.12428 v3 · 2023-10-19 · stat.ML · cs.AI · cs.LG · q-fin.ST · 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{63CKCZM3UI45JG24FAAIYAPRO6}

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

1 paper in Pith

Dual Interpretation of Machine Learning Forecasts

Receipt and verification

First computed	2026-07-05T08:52:27.106140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6c4a1659ba239d49b5c28008c01f177bcc87c80202cbd5df5a2bdd11901307e

Aliases

arxiv: 2310.12428 · arxiv_version: 2310.12428v3 · doi: 10.48550/arxiv.2310.12428 · pith_short_12: 63CKCZM3UI45 · pith_short_16: 63CKCZM3UI45JG24 · pith_short_8: 63CKCZM3

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/63CKCZM3UI45JG24FAAIYAPRO6 \
  | 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: f6c4a1659ba239d49b5c28008c01f177bcc87c80202cbd5df5a2bdd11901307e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "401ce83114408c66d765fe86a1e519d8c3f3f1e317e3ad8277866eded11dfb75",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "q-fin.ST",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-10-19T02:42:20Z",
    "title_canon_sha256": "0b3026cbb7f0aff6214a68f2bb18858636f6c53e5e50ed3af35ad36756393174"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12428",
    "kind": "arxiv",
    "version": 3
  }
}