Pith Number

pith:77CLJJHZ

pith:2025:77CLJJHZU2DX4ZM2FF3PQ6JFOX

not attested not anchored not stored refs pending

Marginal and Conditional Importance Measures from Machine Learning Models and Their Relationship with Conditional Average Treatment Effect

Mohammad Kaviul Anam Khan, Olli Saarela, Rafal Kustra

arxiv:2501.16988 v2 · 2025-01-28 · 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{77CLJJHZU2DX4ZM2FF3PQ6JFOX}

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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

Causal Variance Decompositions for Measuring Health Inequalities

Receipt and verification

First computed	2026-07-05T10:06:48.220403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ffc4b4a4f9a6877e659a2976f8792575cbb3ffc6b91a9d1f720d3a8bb9011509

Aliases

arxiv: 2501.16988 · arxiv_version: 2501.16988v2 · doi: 10.48550/arxiv.2501.16988 · pith_short_12: 77CLJJHZU2DX · pith_short_16: 77CLJJHZU2DX4ZM2 · pith_short_8: 77CLJJHZ

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/77CLJJHZU2DX4ZM2FF3PQ6JFOX \
  | 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: ffc4b4a4f9a6877e659a2976f8792575cbb3ffc6b91a9d1f720d3a8bb9011509

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ce5c394c2728363e426056f821dd2cc01b29a0a26ef10026498b55c031e682d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-28T14:41:30Z",
    "title_canon_sha256": "5e950c94d368dfccca70916e0b9c13fb49ea296d11d734212656ee6504dc2aeb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16988",
    "kind": "arxiv",
    "version": 2
  }
}