Pith Number

pith:IPNQQULE

pith:2025:IPNQQULE5N4SZC2ZF4PNVWDZOA

not attested not anchored not stored refs pending

The Impact of Generative AI on Code Expertise Models: An Exploratory Study

Guilherme Avelino, Ot\'avio Cury

arxiv:2507.08160 v1 · 2025-07-10 · 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{IPNQQULE5N4SZC2ZF4PNVWDZOA}

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	2026-07-05T11:35:18.123545Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43db085164eb792c8b592f1edad8797026b62f2aaa6f0753c40c0f11e94080a4

Aliases

arxiv: 2507.08160 · arxiv_version: 2507.08160v1 · doi: 10.48550/arxiv.2507.08160 · pith_short_12: IPNQQULE5N4S · pith_short_16: IPNQQULE5N4SZC2Z · pith_short_8: IPNQQULE

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/IPNQQULE5N4SZC2ZF4PNVWDZOA \
  | 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: 43db085164eb792c8b592f1edad8797026b62f2aaa6f0753c40c0f11e94080a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51a6ccb5da573a0cc64fb7ad1556e59c4047b7a60b0913b1741b3f900e5d8a29",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-10T20:43:08Z",
    "title_canon_sha256": "749e471eaa056363afb3520c8c838191e8d2a6a087fba76a8768b58e5b7411bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08160",
    "kind": "arxiv",
    "version": 1
  }
}