Pith Number

pith:VOXW2PB3

pith:2025:VOXW2PB3XBYTLKOUN6UETH7VZC

not attested not anchored not stored refs pending

Absolute Evaluation Measures for Machine Learning: A Survey

Alice Moallemy-Oureh, Josephine M. Thomas, Marie Kempkes, Silvia Beddar-Wiesing

arxiv:2507.03392 v1 · 2025-07-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VOXW2PB3XBYTLKOUN6UETH7VZC}

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

3 papers in Pith

Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems

Receipt and verification

First computed	2026-07-05T11:31:58.756180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abaf6d3c3bb87135a9d46fa8499ff5c8b69451a59c8821a9d57d2aa445c66af0

Aliases

arxiv: 2507.03392 · arxiv_version: 2507.03392v1 · doi: 10.48550/arxiv.2507.03392 · pith_short_12: VOXW2PB3XBYT · pith_short_16: VOXW2PB3XBYTLKOU · pith_short_8: VOXW2PB3

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/VOXW2PB3XBYTLKOUN6UETH7VZC \
  | 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: abaf6d3c3bb87135a9d46fa8499ff5c8b69451a59c8821a9d57d2aa445c66af0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3080c42e8b35501357509af8307da22d5aa749cbd72feb8c5a2ad519eff81b6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-04T08:53:08Z",
    "title_canon_sha256": "63cda200dfefad3bf92241a9f36e8f774641330a0259f31bb040e310d03962c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03392",
    "kind": "arxiv",
    "version": 1
  }
}