Pith Number

pith:BOQKQ56G

pith:2024:BOQKQ56GG2XIIMSWWWAMPQJAAY

not attested not anchored not stored refs pending

Questionable practices in machine learning

Gavin Leech, Juan J. Vazquez, Laurence Aitchison, Misha Yagudin, Niclas Kupper

arxiv:2407.12220 v2 · 2024-07-17 · cs.LG · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BOQKQ56GG2XIIMSWWWAMPQJAAY}

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

Red Teaming AI Policy: A Taxonomy of Avoision and the EU AI Act

Receipt and verification

First computed	2026-07-05T09:28:33.392300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ba0a877c636ae843256b580c7c1200615beec14ae5880a5154ee173f1d00d65

Aliases

arxiv: 2407.12220 · arxiv_version: 2407.12220v2 · doi: 10.48550/arxiv.2407.12220 · pith_short_12: BOQKQ56GG2XI · pith_short_16: BOQKQ56GG2XIIMSW · pith_short_8: BOQKQ56G

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/BOQKQ56GG2XIIMSWWWAMPQJAAY \
  | 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: 0ba0a877c636ae843256b580c7c1200615beec14ae5880a5154ee173f1d00d65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50052fe9ee36cb38dea8c72fe2925183d1a48388129af288d9baa896db5427d6",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-17T00:06:30Z",
    "title_canon_sha256": "8632f40fb3b79d78d6498a5d3311810963f1c1f872f1d616f3f95c6656b60abc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12220",
    "kind": "arxiv",
    "version": 2
  }
}