Pith Number

pith:PXPLZJ77

pith:2023:PXPLZJ77ZNEFE64EKNC7NUI2JF

not attested not anchored not stored refs pending

Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers

Cecilia S\"onstr\"od, Tuwe L\"ofstr\"om, Ulf Johansson

arxiv:2306.06642 v1 · 2023-06-11 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PXPLZJ77ZNEFE64EKNC7NUI2JF}

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

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction

Receipt and verification

First computed	2026-07-05T06:19:27.245034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ddebca7ffcb48527b845345f6d11a4940b30bb906fc6bddddf7acb63e8f32db

Aliases

arxiv: 2306.06642 · arxiv_version: 2306.06642v1 · doi: 10.48550/arxiv.2306.06642 · pith_short_12: PXPLZJ77ZNEF · pith_short_16: PXPLZJ77ZNEFE64E · pith_short_8: PXPLZJ77

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/PXPLZJ77ZNEFE64EKNC7NUI2JF \
  | 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: 7ddebca7ffcb48527b845345f6d11a4940b30bb906fc6bddddf7acb63e8f32db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c50bc9d36b4c27a1802353c9f6642c725edae10f169ecb44c0363a251963215c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-11T10:32:44Z",
    "title_canon_sha256": "94c5e5f7997711dc18c2730cc6b0359b91f1c777f09524f102621522087ca494"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.06642",
    "kind": "arxiv",
    "version": 1
  }
}