Pith Number

pith:T4GMOKCL

pith:2025:T4GMOKCLFC22KWDA4JYD3EP3J7

not attested not anchored not stored refs pending

Automatic Identification of Machine Learning-Specific Code Smells

Camilo Almendra, Lincoln Rocha, Peter Hamfelt, Ricardo Britto

arxiv:2508.02541 v1 · 2025-08-04 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T4GMOKCLFC22KWDA4JYD3EP3J7}

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

Comparing ML-Specific and General Python Code Smells Across Project Characteristics

Receipt and verification

First computed	2026-07-05T11:48:15.959465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f0cc7284b28b5a55860e2703d91fb4fee699f5009f697d4e1e6fffe595b51bf

Aliases

arxiv: 2508.02541 · arxiv_version: 2508.02541v1 · doi: 10.48550/arxiv.2508.02541 · pith_short_12: T4GMOKCLFC22 · pith_short_16: T4GMOKCLFC22KWDA · pith_short_8: T4GMOKCL

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/T4GMOKCLFC22KWDA4JYD3EP3J7 \
  | 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: 9f0cc7284b28b5a55860e2703d91fb4fee699f5009f697d4e1e6fffe595b51bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe89c755fa1a400dc15673da78f5d1b495c52e2a6a096e36a6f72e0e24645f23",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-08-04T15:51:15Z",
    "title_canon_sha256": "fc593e3f226381953104cc52f2e1088392f998dcc2c80bb42315dc5232971a57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02541",
    "kind": "arxiv",
    "version": 1
  }
}