Pith Number

pith:QDIWXCPM

pith:2024:QDIWXCPM2BGXXNP554FJZEFEG5

not attested not anchored not stored refs pending

Machine Learning Evaluation Metric Discrepancies across Programming Languages and Their Components: Need for Standardization

Arman Rahmim, Ghazal Mousavi, Ilker Hacihaliloglu, Mehrdad Oveisi, Mohammad R. Salmanpour, Morteza Alizadeh, Saba Sadeghi, Sajad Amiri

arxiv:2411.12032 v2 · 2024-11-18 · cs.LG · cs.SE · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QDIWXCPM2BGXXNP554FJZEFEG5}

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	2026-07-05T10:27:19.763166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80d16b89ecd04d7bb5fdef0a9c90a4375389be4758b23339d62d089945976069

Aliases

arxiv: 2411.12032 · arxiv_version: 2411.12032v2 · doi: 10.48550/arxiv.2411.12032 · pith_short_12: QDIWXCPM2BGX · pith_short_16: QDIWXCPM2BGXXNP5 · pith_short_8: QDIWXCPM

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/QDIWXCPM2BGXXNP554FJZEFEG5 \
  | 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: 80d16b89ecd04d7bb5fdef0a9c90a4375389be4758b23339d62d089945976069

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e922f6b627228134a56b8dc732b0a1836b213b3d44481753782ef955b48e01c8",
    "cross_cats_sorted": [
      "cs.SE",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-18T20:07:31Z",
    "title_canon_sha256": "6edfc689985b041c869313477e3342c414f3232529add03e3d268f8f2865cc8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12032",
    "kind": "arxiv",
    "version": 2
  }
}