Pith Number

pith:OWRY7UFL

pith:2024:OWRY7UFL46ELI3MXTZGDV4CVGD

not attested not anchored not stored refs pending

A Guide to Feature Importance Methods for Scientific Inference

Bernd Bischl, Fiona Katharina Ewald, Giuseppe Casalicchio, Gunnar K\"onig, Ludwig Bothmann, Marvin N. Wright

arxiv:2404.12862 v2 · 2024-04-19 · stat.ML · cs.LG · math.ST · stat.ME · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OWRY7UFL46ELI3MXTZGDV4CVGD}

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	2026-07-05T09:00:36.992929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

75a38fd0abe788b46d979e4c3af05530fb6b501ee154012dc6f97958e328f797

Aliases

arxiv: 2404.12862 · arxiv_version: 2404.12862v2 · doi: 10.48550/arxiv.2404.12862 · pith_short_12: OWRY7UFL46EL · pith_short_16: OWRY7UFL46ELI3MX · pith_short_8: OWRY7UFL

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/OWRY7UFL46ELI3MXTZGDV4CVGD \
  | 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: 75a38fd0abe788b46d979e4c3af05530fb6b501ee154012dc6f97958e328f797

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f12044d30fbaee9061459265479981971660d8a6cd2d0dcf121d8578d94982c",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.ME",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-04-19T13:01:59Z",
    "title_canon_sha256": "94f0d8a1985e973efba637422992585afdf8c8fffc415c31688ad572f8417a76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.12862",
    "kind": "arxiv",
    "version": 2
  }
}