Pith Number

pith:G57D3EEK

pith:2022:G57D3EEKRR5U7SFS5NTCHT2XNS

not attested not anchored not stored refs pending

Model-agnostic out-of-distribution detection using combined statistical tests

Federico Bergamin, Hugo Schmutz, Hugo Senetaire, Jakob D. Havtorn, Jes Frellsen, Lars Maal{\o}e, Pierre-Alexandre Mattei, S{\o}ren Hauberg

arxiv:2203.01097 v1 · 2022-03-02 · 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{G57D3EEKRR5U7SFS5NTCHT2XNS}

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	2026-07-05T04:01:37.042439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

377e3d908a8c7b4fc8b2eb6623cf576ca63d052fa59f3f27d568e9eea0f2910a

Aliases

arxiv: 2203.01097 · arxiv_version: 2203.01097v1 · doi: 10.48550/arxiv.2203.01097 · pith_short_12: G57D3EEKRR5U · pith_short_16: G57D3EEKRR5U7SFS · pith_short_8: G57D3EEK

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/G57D3EEKRR5U7SFS5NTCHT2XNS \
  | 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: 377e3d908a8c7b4fc8b2eb6623cf576ca63d052fa59f3f27d568e9eea0f2910a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ae512504829b1e3c5dec96a7fdd574b0adf29a6e2c379dea4c39b6203b0cf13",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-03-02T13:32:09Z",
    "title_canon_sha256": "73570d14c3599bdbc915c09510bcae2d75615d9333cd7e8f59592dddfc4ead2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.01097",
    "kind": "arxiv",
    "version": 1
  }
}