Pith Number

pith:TC4KR5GI

pith:2024:TC4KR5GILQJ3WQYB75GLXE7AWC

not attested not anchored not stored refs pending

Learn to Code Sustainably: An Empirical Study on LLM-based Green Code Generation

Florian Schneider, George Dasoulas, Ippolyti Dellatolas, Maximilian Schmidt, Michael Keckeisen, Sotirios Kotsopoulos, Tim Hoffmann, Tina Vartziotis

arxiv:2403.03344 v1 · 2024-03-05 · cs.SE · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TC4KR5GILQJ3WQYB75GLXE7AWC}

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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

3 papers in Pith

Sustainable Code Generation Using Large Language Models: A Systematic Literature Review

An Initial Exploration of Contrastive Prompt Tuning to Generate Energy-Efficient Code

Evaluating the Environmental Impact of using SLMs and Prompt Engineering for Code Generation

Receipt and verification

First computed	2026-07-05T07:52:46.954577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98b8a8f4c85c13bb4301ff4cbb93e0b0bf171024e9c4233d09175c6f9d9e0d08

Aliases

arxiv: 2403.03344 · arxiv_version: 2403.03344v1 · doi: 10.48550/arxiv.2403.03344 · pith_short_12: TC4KR5GILQJ3 · pith_short_16: TC4KR5GILQJ3WQYB · pith_short_8: TC4KR5GI

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/TC4KR5GILQJ3WQYB75GLXE7AWC \
  | 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: 98b8a8f4c85c13bb4301ff4cbb93e0b0bf171024e9c4233d09175c6f9d9e0d08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11b8ea3fcd283a356d80af17911f3bb93de08934ca64c02b6c693c03bf6c3dba",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-03-05T22:12:01Z",
    "title_canon_sha256": "6fcdfe6444ba90f6b30e544cf5467d1faa892ed6e873f282ed7cabf45587cb91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03344",
    "kind": "arxiv",
    "version": 1
  }
}