Pith Number

pith:YSFC2RUE

pith:2024:YSFC2RUEAESIBIOQTTPH3LRJMO

not attested not anchored not stored refs pending

Evaluation Metrics as Averaged Outcomes of Fair Gambles

Rabanus Derr, Robert C. Williamson

arxiv:2401.14483 v4 · 2024-01-25 · 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{YSFC2RUEAESIBIOQTTPH3LRJMO}

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.

Receipt and verification

First computed	2026-06-24T01:14:55.197423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c48a2d4684012480a1d09cde7dae2963b1f80cc7e26ce7784148f7195c1702ba

Aliases

arxiv: 2401.14483 · arxiv_version: 2401.14483v4 · doi: 10.48550/arxiv.2401.14483 · pith_short_12: YSFC2RUEAESI · pith_short_16: YSFC2RUEAESIBIOQ · pith_short_8: YSFC2RUE

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/YSFC2RUEAESIBIOQTTPH3LRJMO \
  | 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: c48a2d4684012480a1d09cde7dae2963b1f80cc7e26ce7784148f7195c1702ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1422896a73d4b28606b2792ce3bcbad79abc38fdf72474b8d9f13a26054ef58",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-25T19:36:11Z",
    "title_canon_sha256": "7a58b0044b42a04a3ff8f57895e2d13b30a76fa0148205089b8238b2ec644027"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14483",
    "kind": "arxiv",
    "version": 4
  }
}