Pith Number

pith:4O74TRBW

pith:2023:4O74TRBW2NLOEWRTEDTWQEMTHV

not attested not anchored not stored refs pending

MCD: A Model-Agnostic Counterfactual Search Method For Multi-modal Design Modifications

Faez Ahmed, Lyle Regenwetter, Yazan Abu Obaideh

arxiv:2305.11308 v2 · 2023-05-18 · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4O74TRBW2NLOEWRTEDTWQEMTHV}

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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

An Overview and Discussion of the Suitability of Existing Speech Datasets to Train Machine Learning Models for Collective Problem Solving

Receipt and verification

First computed	2026-07-05T08:25:48.463439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3bfc9c436d356e25a3320e76811933d78d93e5e3c3c2e890d8652c389da928c

Aliases

arxiv: 2305.11308 · arxiv_version: 2305.11308v2 · doi: 10.48550/arxiv.2305.11308 · pith_short_12: 4O74TRBW2NLO · pith_short_16: 4O74TRBW2NLOEWRT · pith_short_8: 4O74TRBW

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/4O74TRBW2NLOEWRTEDTWQEMTHV \
  | 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: e3bfc9c436d356e25a3320e76811933d78d93e5e3c3c2e890d8652c389da928c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd81aebd5c20a7548197a21b3083a580a39fe92fb0a4a79a1bfa2d73ca128037",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-05-18T21:10:58Z",
    "title_canon_sha256": "ffb4ba30cbaaba2dc89a81560ad316ed5b6d01a7990c3d27111d9a3d2b7f5ced"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11308",
    "kind": "arxiv",
    "version": 2
  }
}