Pith Number

pith:GAAP3PKB

pith:2024:GAAP3PKBCX45NAILACRIUFKVVB

not attested not anchored not stored refs pending

Initial Insights on MLOps: Perception and Adoption by Practitioners

Andrea Janes, Davide Taibi, David H\"astbacka, Sergio Moreschi, Valentina Lenarduzzi

arxiv:2408.00463 v2 · 2024-08-01 · 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{GAAP3PKBCX45NAILACRIUFKVVB}

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	2026-07-05T08:51:21.264578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3000fdbd4115f9d6810b00a28a1555a8417116adf22e42a38837f536145845cf

Aliases

arxiv: 2408.00463 · arxiv_version: 2408.00463v2 · doi: 10.48550/arxiv.2408.00463 · pith_short_12: GAAP3PKBCX45 · pith_short_16: GAAP3PKBCX45NAIL · pith_short_8: GAAP3PKB

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/GAAP3PKBCX45NAILACRIUFKVVB \
  | 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: 3000fdbd4115f9d6810b00a28a1555a8417116adf22e42a38837f536145845cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61a303a4bb3c8e63d13d86b6e43bba3b81862c69054c82ff4b74c9c0f7e7be1e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-01T11:08:29Z",
    "title_canon_sha256": "1cf457e9852be64a9677bb7503f0ef903d4f6d0d28cc17d96ed6e338df5a2d84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.00463",
    "kind": "arxiv",
    "version": 2
  }
}