Pith Number

pith:LUU27W54

pith:2023:LUU27W54BIFXK5PU2DI6EJSGNI

not attested not anchored not stored refs pending

Too Few Bug Reports? Exploring Data Augmentation for Improved Changeset-based Bug Localization

Agnieszka Ciborowska, Kostadin Damevski

arxiv:2305.16430 v2 · 2023-05-25 · 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{LUU27W54BIFXK5PU2DI6EJSGNI}

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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

1 paper in Pith

Assessing Data Augmentation-Induced Bias in Training and Testing of Machine Learning Models

Receipt and verification

First computed	2026-07-05T06:16:18.852080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d29afdbbc0a0b7575f4d0d1e226466a3bbd963aa789c7167e37346dba663f35

Aliases

arxiv: 2305.16430 · arxiv_version: 2305.16430v2 · doi: 10.48550/arxiv.2305.16430 · pith_short_12: LUU27W54BIFX · pith_short_16: LUU27W54BIFXK5PU · pith_short_8: LUU27W54

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/LUU27W54BIFXK5PU2DI6EJSGNI \
  | 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: 5d29afdbbc0a0b7575f4d0d1e226466a3bbd963aa789c7167e37346dba663f35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0c5b40d9a0612b55148a8a1398ab6a66cb32134f8365e447943f6f558813860",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-25T19:06:01Z",
    "title_canon_sha256": "d4bd313fe3be140f0ce3722379a455087d4fe5b7bf0227cadd39ec9da6a950f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16430",
    "kind": "arxiv",
    "version": 2
  }
}