Pith Number

pith:5IH4NXTE

pith:2023:5IH4NXTEMF5RBJRNRSR2Z6E3MH

not attested not anchored not stored refs pending

Mitigating ML Model Decay in Continuous Integration with Data Drift Detection: An Empirical Study

Ali Kazemi Arani, Mansooreh Zahedi, Muhammad Ali Babar, Triet Huynh Minh Le

arxiv:2305.12736 v2 · 2023-05-22 · 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{5IH4NXTEMF5RBJRNRSR2Z6E3MH}

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	2026-07-05T06:31:11.383797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea0fc6de64617b10a62d8ca3acf89b61cb186ce0019f92bc5c936da26c52d555

Aliases

arxiv: 2305.12736 · arxiv_version: 2305.12736v2 · doi: 10.48550/arxiv.2305.12736 · pith_short_12: 5IH4NXTEMF5R · pith_short_16: 5IH4NXTEMF5RBJRN · pith_short_8: 5IH4NXTE

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/5IH4NXTEMF5RBJRNRSR2Z6E3MH \
  | 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: ea0fc6de64617b10a62d8ca3acf89b61cb186ce0019f92bc5c936da26c52d555

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "100e511a9064e514b365b8ee7535942fac29a2a1440b9ba15f90a66f42f9d7b5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-22T05:55:23Z",
    "title_canon_sha256": "6c8e94f2f366324a71565f13041d5699e97f4879280075fbb7781d137755e058"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.12736",
    "kind": "arxiv",
    "version": 2
  }
}