Pith Number

pith:SOOR6KVC

pith:2024:SOOR6KVCQCD5GYQ2ID7VSDKAWX

not attested not anchored not stored refs pending

Quantum vs. Classical Machine Learning Algorithms for Software Defect Prediction: Challenges and Opportunities

Ashis Kumar Mandal, Chanchal K. Roy, Md Nadim, Mohammad Hassan

arxiv:2412.07698 v1 · 2024-12-10 · cs.SE · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SOOR6KVCQCD5GYQ2ID7VSDKAWX}

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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

Automated Quantum Software and AI Engineering

Receipt and verification

First computed	2026-07-05T09:47:14.069841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

939d1f2aa28087d3621a40ff590d40b5f91b6ca7aa94833751085124fe7d839a

Aliases

arxiv: 2412.07698 · arxiv_version: 2412.07698v1 · doi: 10.48550/arxiv.2412.07698 · pith_short_12: SOOR6KVCQCD5 · pith_short_16: SOOR6KVCQCD5GYQ2 · pith_short_8: SOOR6KVC

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/SOOR6KVCQCD5GYQ2ID7VSDKAWX \
  | 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: 939d1f2aa28087d3621a40ff590d40b5f91b6ca7aa94833751085124fe7d839a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46c077e3cb1e02c9ba7a8d469f2bb4aa946f5daa60ff0873cd9bab6a8c65e31e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-10T17:38:36Z",
    "title_canon_sha256": "fc47b3e61bf8bfaa8e451a48a6b3bbdfbf2ac692161798f2d37f7a889f7fc6a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07698",
    "kind": "arxiv",
    "version": 1
  }
}