Pith Number

pith:3RFQKKVO

pith:2022:3RFQKKVOFPG53UVV7ZND5NA4NF

not attested not anchored not stored refs pending

Code Smells for Machine Learning Applications

Arie van Deursen, Haiyin Zhang, Lu\'is Cruz

arxiv:2203.13746 v2 · 2022-03-25 · 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{3RFQKKVOFPG53UVV7ZND5NA4NF}

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

LLM Code Smells: A Taxonomy and Detection Approach

Receipt and verification

First computed	2026-07-05T04:10:02.783374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc4b052aae2bcdddd2b5fe5a3eb41c6969d2eeed9b269b8672db74ca7f3a4121

Aliases

arxiv: 2203.13746 · arxiv_version: 2203.13746v2 · doi: 10.48550/arxiv.2203.13746 · pith_short_12: 3RFQKKVOFPG5 · pith_short_16: 3RFQKKVOFPG53UVV · pith_short_8: 3RFQKKVO

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/3RFQKKVOFPG53UVV7ZND5NA4NF \
  | 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: dc4b052aae2bcdddd2b5fe5a3eb41c6969d2eeed9b269b8672db74ca7f3a4121

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbe06f16c865d40867df845cc8cfb9d9c6dc92c43d3e7bc37a28ef84b0dec31d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-03-25T16:23:02Z",
    "title_canon_sha256": "ce5b7bde1d8903b863dbf8e58ad22319ee4a78683bddd3f12c2714c420a61326"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.13746",
    "kind": "arxiv",
    "version": 2
  }
}