Pith Number

pith:RMUNGK3J

pith:2019:RMUNGK3JTEOKC6WBQ44OV4WLR5

not attested not anchored not stored refs pending

Explaining Classifiers with Causal Concept Effect (CaCE)

Amir Feder, Been Kim, Uri Shalit, Yash Goyal

arxiv:1907.07165 v2 · 2019-07-16 · cs.LG · cs.CV · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RMUNGK3JTEOKC6WBQ44OV4WLR5}

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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

7 papers in Pith

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment

Validating Causal Abstraction Metrics on Simulated Complex Systems

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment

CLEAR-HPV: Interpretable concept discovery for human-papillomavirus-associated morphology in whole-slide histology

C-SHAP for time series: An approach to high-level temporal explanations

Receipt and verification

First computed	2026-07-05T00:44:26.048611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b28d32b69991ca17ac18738eaf2cb8f4377823fc6e2674203fb5531066bfa49

Aliases

arxiv: 1907.07165 · arxiv_version: 1907.07165v2 · doi: 10.48550/arxiv.1907.07165 · pith_short_12: RMUNGK3JTEOK · pith_short_16: RMUNGK3JTEOKC6WB · pith_short_8: RMUNGK3J

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/RMUNGK3JTEOKC6WBQ44OV4WLR5 \
  | 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: 8b28d32b69991ca17ac18738eaf2cb8f4377823fc6e2674203fb5531066bfa49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a49bd56924828071076f0aa2f6374c880249fde523d791808ae289c6f3e62e3",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-16T17:47:43Z",
    "title_canon_sha256": "75ebcb56d930744c3b0ba665bc740b7d0c988b53aec2a71b93a089ec8b74bc46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.07165",
    "kind": "arxiv",
    "version": 2
  }
}