Pith Number

pith:UB6OE43Y

pith:2024:UB6OE43YJUTP2M6ALRMLKFJABZ

not attested not anchored not stored refs pending

On the Interaction between Software Engineers and Data Scientists when building Machine Learning-Enabled Systems

Gabriel Busquim, Hugo Villamizar, Marcos Kalinowski, Maria Julia Lima

arxiv:2402.05334 v1 · 2024-02-08 · 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{UB6OE43YJUTP2M6ALRMLKFJABZ}

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	2026-07-05T07:42:48.413016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a07ce273784d26fd33c05c58b515200e7f74364545514f8e8e24c2476fa89d62

Aliases

arxiv: 2402.05334 · arxiv_version: 2402.05334v1 · doi: 10.48550/arxiv.2402.05334 · pith_short_12: UB6OE43YJUTP · pith_short_16: UB6OE43YJUTP2M6A · pith_short_8: UB6OE43Y

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/UB6OE43YJUTP2M6ALRMLKFJABZ \
  | 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: a07ce273784d26fd33c05c58b515200e7f74364545514f8e8e24c2476fa89d62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8004d5fb8a73f56bbf5414b84bd41888da7edcc22903d115f728cea59da0920",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-08T00:27:56Z",
    "title_canon_sha256": "30ca951d0a4a6518ca8c4bd17af379e960158851dceab4962a32d7fd0336b41a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05334",
    "kind": "arxiv",
    "version": 1
  }
}