Pith Number

pith:L5FSLFGW

pith:2023:L5FSLFGWCQBJQE7DBQ6N6ZIJXG

not attested not anchored not stored refs pending

Evaluating the Code Quality of AI-Assisted Code Generation Tools: An Empirical Study on GitHub Copilot, Amazon CodeWhisperer, and ChatGPT

Burak Yeti\c{s}tiren, Eray T\"uz\"un, I\c{s}{\i}k \"Ozsoy, Miray Ayerdem

arxiv:2304.10778 v2 · 2023-04-21 · 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{L5FSLFGWCQBJQE7DBQ6N6ZIJXG}

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.

Cited by

19 papers in Pith

Short-Term Gain, Long-Term Fragility: AI Labor Substitution and the Erosion of Sustainable Capability

Vibe Coding Ate My Homework: An evaluation of AI approaches to greenfield software engineering and programming

An Empirical Evaluation of LLM-Generated Code Security Across Prompting Methods

Enhancing Reliability in LLM-Based Secure Code Generation

Receipt and verification

First computed	2026-07-05T07:03:23.396249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f4b2594d614029813e30c3cdf6509b9af48d1b86248851abea5ab95462b4ca6

Aliases

arxiv: 2304.10778 · arxiv_version: 2304.10778v2 · doi: 10.48550/arxiv.2304.10778 · pith_short_12: L5FSLFGWCQBJ · pith_short_16: L5FSLFGWCQBJQE7D · pith_short_8: L5FSLFGW

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/L5FSLFGWCQBJQE7DBQ6N6ZIJXG \
  | 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: 5f4b2594d614029813e30c3cdf6509b9af48d1b86248851abea5ab95462b4ca6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5c3936af410a911f70a21f17d5caf4bf7eeea461d9e738ca9869d09af658248",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-21T07:08:26Z",
    "title_canon_sha256": "94cbbbfe4cb9c114158eaf6fbab9f5d10e4a114e2ce645d85088eade7fa5517f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.10778",
    "kind": "arxiv",
    "version": 2
  }
}