Pith Number

pith:WF7GWI6D

pith:2024:WF7GWI6DB7PIB5BJIU5EO3LP2F

not attested not anchored not stored refs pending

When Code Smells Meet ML: On the Lifecycle of ML-specific Code Smells in ML-enabled Systems

Dario Di Nucci, Fabio Palomba, Filomena Ferrucci, Giammaria Giordano, Gilberto Recupito

arxiv:2403.08311 v1 · 2024-03-13 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WF7GWI6DB7PIB5BJIU5EO3LP2F}

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

MLScent A tool for Anti-pattern detection in ML projects

Receipt and verification

First computed	2026-07-05T07:55:37.152963Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b17e6b23c30fde80f429453a476d6fd153f38ef81cac51e0d8785e2b44389348

Aliases

arxiv: 2403.08311 · arxiv_version: 2403.08311v1 · doi: 10.48550/arxiv.2403.08311 · pith_short_12: WF7GWI6DB7PI · pith_short_16: WF7GWI6DB7PIB5BJ · pith_short_8: WF7GWI6D

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/WF7GWI6DB7PIB5BJIU5EO3LP2F \
  | 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: b17e6b23c30fde80f429453a476d6fd153f38ef81cac51e0d8785e2b44389348

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8e1476f59f22e7c26ffdf9afe3e70ae4a284a3277822b412b4a9a4a24a5b0d7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-03-13T07:43:45Z",
    "title_canon_sha256": "c1b17ba332a67bfccaba56705c3ff7fa04e6a9217853149118db779254e495e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08311",
    "kind": "arxiv",
    "version": 1
  }
}