Pith Number

pith:OJLEXLWP

pith:2024:OJLEXLWP3XJXYMQBPPTPQUWY2T

not attested not anchored not stored refs pending

Scoring Rules and Calibration for Imprecise Probabilities

Christian Fr\"ohlich, Robert C. Williamson

arxiv:2410.23001 v1 · 2024-10-30 · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OJLEXLWP3XJXYMQBPPTPQUWY2T}

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

On Calibration in Multi-Distribution Learning

Receipt and verification

First computed	2026-07-05T09:28:39.747185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72564baecfddd37c32017be6f852d8d4d6da387770b2da4064afe7293db1151c

Aliases

arxiv: 2410.23001 · arxiv_version: 2410.23001v1 · doi: 10.48550/arxiv.2410.23001 · pith_short_12: OJLEXLWP3XJX · pith_short_16: OJLEXLWP3XJXYMQB · pith_short_8: OJLEXLWP

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/OJLEXLWP3XJXYMQBPPTPQUWY2T \
  | 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: 72564baecfddd37c32017be6f852d8d4d6da387770b2da4064afe7293db1151c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3ba52dbf255a11361df5d3eac93922fa50cc5677c874dd97640bef14525b4fa",
    "cross_cats_sorted": [
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-30T13:29:47Z",
    "title_canon_sha256": "e545d528222e92a046909e1fac49a820be5000a8e47ab586d13ceb469854d78c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23001",
    "kind": "arxiv",
    "version": 1
  }
}