Pith Number

pith:USUBMYPB

pith:2023:USUBMYPBUITCYQSI4W3DJQSF36

not attested not anchored not stored refs pending

counterfactuals: An R Package for Counterfactual Explanation Methods

Andreas Hofheinz, Bernd Bischl, Giuseppe Casalicchio, Martin Binder, Susanne Dandl

arxiv:2304.06569 v2 · 2023-04-13 · stat.ML · cs.LG · stat.CO

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{USUBMYPBUITCYQSI4W3DJQSF36}

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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

Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk

Receipt and verification

First computed	2026-07-05T06:51:09.990213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4a81661e1a2262c4248e5b634c245df84340e13a9f79aa7b5238180edb7f867

Aliases

arxiv: 2304.06569 · arxiv_version: 2304.06569v2 · doi: 10.48550/arxiv.2304.06569 · pith_short_12: USUBMYPBUITC · pith_short_16: USUBMYPBUITCYQSI · pith_short_8: USUBMYPB

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/USUBMYPBUITCYQSI4W3DJQSF36 \
  | 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: a4a81661e1a2262c4248e5b634c245df84340e13a9f79aa7b5238180edb7f867

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1be7d6aa9262fb1f82e88dec5cfb5b37d7be36176bc7f37ba08880f4a8d0f319",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-04-13T14:29:15Z",
    "title_canon_sha256": "f53bb27a1904796e4c9f2783976b8240a52cc5dc77127b76ebc91c70301a8155"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.06569",
    "kind": "arxiv",
    "version": 2
  }
}