Pith Number

pith:GACSDNX6

pith:2024:GACSDNX6HTGXBCAPCMHKM5ZORU

not attested not anchored not stored refs pending

Perspective of Software Engineering Researchers on Machine Learning Practices Regarding Research, Review, and Education

Anamaria Mojica-Hanke, David Nader Palacio, Denys Poshyvanyk, Mario Linares-V\'asquez, Steffen Herbold

arxiv:2411.19304 v1 · 2024-11-28 · cs.SE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GACSDNX6HTGXBCAPCMHKM5ZORU}

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	2026-07-05T09:42:00.495638Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

300521b6fe3ccd70880f130ea6772e8d3743f3337b9db29ea5736f6237f08788

Aliases

arxiv: 2411.19304 · arxiv_version: 2411.19304v1 · doi: 10.48550/arxiv.2411.19304 · pith_short_12: GACSDNX6HTGX · pith_short_16: GACSDNX6HTGXBCAP · pith_short_8: GACSDNX6

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/GACSDNX6HTGXBCAPCMHKM5ZORU \
  | 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: 300521b6fe3ccd70880f130ea6772e8d3743f3337b9db29ea5736f6237f08788

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4ba9b07792907e7fdcfa23462e107cfb5f7a8cb1c4b1a985ea7d4c199ef1c08",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-11-28T18:21:24Z",
    "title_canon_sha256": "e729ab591854f24573fe2100af79494fbc5f7ca6b4280db65cd31045ca3e6772"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19304",
    "kind": "arxiv",
    "version": 1
  }
}