Pith Number

pith:3BSH2X52

pith:2019:3BSH2X52AC5SKDAOWS2JKMVYTO

not attested not anchored not stored refs pending

Analysis of Confident-Classifiers for Out-of-distribution Detection

Ashish Gaurav, Buu Phan, Krzysztof Czarnecki, Rick Salay, Sachin Vernekar, Taylor Denouden, Vahdat Abdelzad

arxiv:1904.12220 v1 · 2019-04-27 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3BSH2X52AC5SKDAOWS2JKMVYTO}

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	2026-05-17T23:47:38.633499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8647d5fba00bb250c0eb4b49532b89bab9c16b0a31977dc0fa890cca0ff72c2

Aliases

arxiv: 1904.12220 · arxiv_version: 1904.12220v1 · doi: 10.48550/arxiv.1904.12220 · pith_short_12: 3BSH2X52AC5S · pith_short_16: 3BSH2X52AC5SKDAO · pith_short_8: 3BSH2X52

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/3BSH2X52AC5SKDAOWS2JKMVYTO \
  | 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: d8647d5fba00bb250c0eb4b49532b89bab9c16b0a31977dc0fa890cca0ff72c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a169b7cc906559dc45a83058eb456a28cc4911eac8eede49767b2e910bf54a9",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-27T22:33:34Z",
    "title_canon_sha256": "e142cc1dfa224095c9b06e4f05e057cafe79e62d332a63f1d606bffa60aef5b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.12220",
    "kind": "arxiv",
    "version": 1
  }
}