Pith Number

pith:YKUOJS4C

pith:2018:YKUOJS4CXQ6FJZBN3TVLHZYAJM

not attested not anchored not stored refs pending

Convolutional Neural Networks over Control Flow Graphs for Software Defect Prediction

Anh Viet Phan, Lam Thu Bui, Minh Le Nguyen

arxiv:1802.04986 v1 · 2018-02-14 · cs.SE · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YKUOJS4CXQ6FJZBN3TVLHZYAJM}

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.

Receipt and verification

First computed	2026-05-18T00:23:22.015105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2a8e4cb82bc3c54e42ddceab3e7004b006111626bae8f14dc47eb8175508dea

Aliases

arxiv: 1802.04986 · arxiv_version: 1802.04986v1 · doi: 10.48550/arxiv.1802.04986 · pith_short_12: YKUOJS4CXQ6F · pith_short_16: YKUOJS4CXQ6FJZBN · pith_short_8: YKUOJS4C

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/YKUOJS4CXQ6FJZBN3TVLHZYAJM \
  | 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: c2a8e4cb82bc3c54e42ddceab3e7004b006111626bae8f14dc47eb8175508dea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7b28dc0f60c524791e032861ec26f5923acf22596eda698bd383f529ef41735",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2018-02-14T08:32:05Z",
    "title_canon_sha256": "2dabaf5b14b139a891fef5b5e6ec3287847fd998fce3f82958c5bce48d4b46f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.04986",
    "kind": "arxiv",
    "version": 1
  }
}