Pith Number

pith:L7XBXTLL

pith:2025:L7XBXTLLQB4DCJFQEAENBKH5H2

not attested not anchored not stored refs pending

Comparison of generalised additive models and neural networks in applications: A systematic review

Jessica Doohan, Kevin Burke, Lucas Kook

arxiv:2510.24601 v2 · 2025-10-28 · stat.ML · 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{L7XBXTLLQB4DCJFQEAENBKH5H2}

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	2026-06-25T01:17:47.311044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fee1bcd6b80783124b02008d0a8fd3ebde4e14d341ec9ceb9530cc734092f16

Aliases

arxiv: 2510.24601 · arxiv_version: 2510.24601v2 · doi: 10.48550/arxiv.2510.24601 · pith_short_12: L7XBXTLLQB4D · pith_short_16: L7XBXTLLQB4DCJFQ · pith_short_8: L7XBXTLL

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/L7XBXTLLQB4DCJFQEAENBKH5H2 \
  | 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: 5fee1bcd6b80783124b02008d0a8fd3ebde4e14d341ec9ceb9530cc734092f16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d62ae07f6505ddb45565474ce08c8f78f6f611f95ce8e92a39cd46314ab2a50f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-10-28T16:28:42Z",
    "title_canon_sha256": "e958df59ad9a7d76f2b3487c665c0fd4845e433797617e881af9f6f853326582"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.24601",
    "kind": "arxiv",
    "version": 2
  }
}