Pith Number

pith:ID5ANE6J

pith:2024:ID5ANE6JIZNSV4ZGGQFR7PIRUY

not attested not anchored not stored refs pending

Applications and Implications of Large Language Models in Qualitative Analysis: A New Frontier for Empirical Software Engineering

Lucas Valen\c{c}a, Matheus de Morais Le\c{c}a, Reydne Santos, Ronnie de Souza Santos

arxiv:2412.06564 v4 · 2024-12-09 · cs.SE

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\usepackage{pith}
\pithnumber{ID5ANE6JIZNSV4ZGGQFR7PIRUY}

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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

2 papers in Pith

Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Receipt and verification

First computed	2026-07-05T10:26:42.185867Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40fa0693c9465b2af326340b1fbd11a613e90060f3e56ca18476466128e78491

Aliases

arxiv: 2412.06564 · arxiv_version: 2412.06564v4 · doi: 10.48550/arxiv.2412.06564 · pith_short_12: ID5ANE6JIZNS · pith_short_16: ID5ANE6JIZNSV4ZG · pith_short_8: ID5ANE6J

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/ID5ANE6JIZNSV4ZGGQFR7PIRUY \
  | 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: 40fa0693c9465b2af326340b1fbd11a613e90060f3e56ca18476466128e78491

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07c6b8acf294a567242b1eabeb310a343067318c51cb6b4df82a166f16b17353",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-09T15:17:36Z",
    "title_canon_sha256": "6708622de97d2bdd40b65940960ff8687476153cac7b6e746f60185e9fa6e9c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06564",
    "kind": "arxiv",
    "version": 4
  }
}