Pith Number

pith:UGPYXND4

pith:2024:UGPYXND4DSTQPACDMVCDLNIU27

not attested not anchored not stored refs pending

Estimating Epistemic and Aleatoric Uncertainty with a Single Model

Christopher A. Metzler, Maria J. Molina, Matthew A. Chan

arxiv:2402.03478 v2 · 2024-02-05 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UGPYXND4DSTQPACDMVCDLNIU27}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing

Receipt and verification

First computed	2026-07-05T09:32:05.436888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a19f8bb47c1ca7078043654435b514d7ee30f6fd1f072a0b4029ebb97d8d894f

Aliases

arxiv: 2402.03478 · arxiv_version: 2402.03478v2 · doi: 10.48550/arxiv.2402.03478 · pith_short_12: UGPYXND4DSTQ · pith_short_16: UGPYXND4DSTQPACD · pith_short_8: UGPYXND4

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/UGPYXND4DSTQPACDMVCDLNIU27 \
  | 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: a19f8bb47c1ca7078043654435b514d7ee30f6fd1f072a0b4029ebb97d8d894f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f521a1ea05574ee4f6c13fa15d4c6b5347250c2520a19b51203fb8ca00e26d12",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-05T19:39:52Z",
    "title_canon_sha256": "7ce26819de76901df3955470f96593ac40c08a1767516ec3116a7dd6f623b716"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03478",
    "kind": "arxiv",
    "version": 2
  }
}