Pith Number

pith:BGWBD3DH

pith:2021:BGWBD3DHCWDGYDYIKB45J5WUZU

not attested not anchored not stored refs pending

On out-of-distribution detection with Bayesian neural networks

Christian Henning, Francesco D'Angelo

arxiv:2110.06020 v2 · 2021-10-12 · cs.LG · cs.AI · 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{BGWBD3DHCWDGYDYIKB45J5WUZU}

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.

Cited by

1 paper in Pith

Epistemic Uncertainty Is Not the Reducible Kind

Receipt and verification

First computed	2026-07-05T03:58:35.080311Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09ac11ec6715866c0f085079d4f6d4cd3a1865a5997bf07f88a87d6f1595f7f8

Aliases

arxiv: 2110.06020 · arxiv_version: 2110.06020v2 · doi: 10.48550/arxiv.2110.06020 · pith_short_12: BGWBD3DHCWDG · pith_short_16: BGWBD3DHCWDGYDYI · pith_short_8: BGWBD3DH

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/BGWBD3DHCWDGYDYIKB45J5WUZU \
  | 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: 09ac11ec6715866c0f085079d4f6d4cd3a1865a5997bf07f88a87d6f1595f7f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0b3f319bbda9e3120d21065cab13a09a9f16546db1831c5bb483be1208d7aa3",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-12T14:11:37Z",
    "title_canon_sha256": "454d1a6d045331710b3193b34c2e609070e977a6c217fbb4ae89547330a58688"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.06020",
    "kind": "arxiv",
    "version": 2
  }
}