Pith Number

pith:WGC4PSLN

pith:2025:WGC4PSLN6MNP6U42FVMSW3M7EX

not attested not anchored not stored refs pending

Can Machine Learning Support the Selection of Studies for Systematic Literature Review Updates?

Bianca Minetto Napole\~ao, Igor Steinmacher, Katia Romero Felizardo, Marcelo Costalonga, Marcos Kalinowski, Maria Teresa Baldassarre

arxiv:2502.08050 v1 · 2025-02-12 · 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{WGC4PSLN6MNP6U42FVMSW3M7EX}

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

1 paper in Pith

Beyond Accuracy: LLM Variability in Evidence Screening for Software Engineering SLRs

Receipt and verification

First computed	2026-07-05T10:13:14.307494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b185c7c96df31aff539a2d592b6d9f25f0b87d24f0ecd60cf40765a1996dd1a4

Aliases

arxiv: 2502.08050 · arxiv_version: 2502.08050v1 · doi: 10.48550/arxiv.2502.08050 · pith_short_12: WGC4PSLN6MNP · pith_short_16: WGC4PSLN6MNP6U42 · pith_short_8: WGC4PSLN

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/WGC4PSLN6MNP6U42FVMSW3M7EX \
  | 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: b185c7c96df31aff539a2d592b6d9f25f0b87d24f0ecd60cf40765a1996dd1a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19a0bdd9d9a161c63010c1ac10382aa55368e75125a65971f5c222f42ac03580",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-02-12T01:13:52Z",
    "title_canon_sha256": "1753265f55333e600c7a381847d3a479365f7734632e3123ab7a5c8f8e78a0a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08050",
    "kind": "arxiv",
    "version": 1
  }
}