Pith Number

pith:CJPVC3CA

pith:2024:CJPVC3CA5LIK2AV4SMDDL6F6AT

not attested not anchored not stored refs pending

Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?

Gregory W. Wornell, J. Jon Ryu, Maohao Shen, Prasanna Sattigeri, Soumya Ghosh, Subhro Das, Yuheng Bu

arxiv:2402.06160 v3 · 2024-02-09 · cs.LG · 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{CJPVC3CA5LIK2AV4SMDDL6F6AT}

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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

Ensemble-Based Dirichlet Modeling for Predictive Uncertainty and Selective Classification

Receipt and verification

First computed	2026-07-05T09:29:26.162009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

125f516c40ead0ad02bc930635f8be04c6e647efd51f88e596d30bc80322045e

Aliases

arxiv: 2402.06160 · arxiv_version: 2402.06160v3 · doi: 10.48550/arxiv.2402.06160 · pith_short_12: CJPVC3CA5LIK · pith_short_16: CJPVC3CA5LIK2AV4 · pith_short_8: CJPVC3CA

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/CJPVC3CA5LIK2AV4SMDDL6F6AT \
  | 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: 125f516c40ead0ad02bc930635f8be04c6e647efd51f88e596d30bc80322045e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bc1a9fb3a252f957029d64ae3841b8516f75a1c2241c6b71de7a547c4124a61",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-09T03:23:39Z",
    "title_canon_sha256": "c091781bc6199703f1ea629b9dcb3cd151cc21e269592e68a5adca9f54856b21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06160",
    "kind": "arxiv",
    "version": 3
  }
}