Pith Number

pith:IABUJ7LD

pith:2024:IABUJ7LDTJJX56UHCY72DE62Q6

not attested not anchored not stored refs pending

Linear Discriminant Analysis in Credit Scoring: A Transparent Hybrid Model Approach

Ifti Azad Abeer, Md Shihab Reza, Monirul Islam Mahmud, Nova Ahmed

arxiv:2412.04183 v1 · 2024-12-05 · 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{IABUJ7LDTJJX56UHCY72DE62Q6}

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	2026-07-05T09:45:00.671409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

400344fd639a537efa87163fa193da87b21ea8123462bf8b95953f5a559af038

Aliases

arxiv: 2412.04183 · arxiv_version: 2412.04183v1 · doi: 10.48550/arxiv.2412.04183 · pith_short_12: IABUJ7LDTJJX · pith_short_16: IABUJ7LDTJJX56UH · pith_short_8: IABUJ7LD

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/IABUJ7LDTJJX56UHCY72DE62Q6 \
  | 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: 400344fd639a537efa87163fa193da87b21ea8123462bf8b95953f5a559af038

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bcaf5ab9fb93b81acf3dbacd523d53f47bca693ca71193ccedcf675c25003d8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-05T14:21:18Z",
    "title_canon_sha256": "98c61e3b9430206f0bfbdb8c1731652a81f2ec1a9135e87a6a9c9efbd1312036"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04183",
    "kind": "arxiv",
    "version": 1
  }
}