Pith Number

pith:4WDQR2BM

pith:2023:4WDQR2BM5BJLJ3MEWL36HP2PDL

not attested not anchored not stored refs pending

Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift

Florian Seligmann, Gerhard Neumann, Michael Volpp, Philipp Becker

arxiv:2306.12306 v3 · 2023-06-21 · 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{4WDQR2BM5BJLJ3MEWL36HP2PDL}

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

THBKG: A Temporal Biomedical Knowledge Graph for Decision-Aligned Clinical Advancement Prediction

Receipt and verification

First computed	2026-07-05T07:04:48.459713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e58708e82ce852b4ed84b2f7e3bf4f1aedf8e680e766752a4ca13202edd826ed

Aliases

arxiv: 2306.12306 · arxiv_version: 2306.12306v3 · doi: 10.48550/arxiv.2306.12306 · pith_short_12: 4WDQR2BM5BJL · pith_short_16: 4WDQR2BM5BJLJ3ME · pith_short_8: 4WDQR2BM

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/4WDQR2BM5BJLJ3MEWL36HP2PDL \
  | 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: e58708e82ce852b4ed84b2f7e3bf4f1aedf8e680e766752a4ca13202edd826ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a53b389111f7cfc3bc3e5b830451bf6089294f832af0d6bf14b2630038a7687e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-21T14:36:03Z",
    "title_canon_sha256": "8e53dae213a63d4494d123daf6dde0cc4a81ee184f592b1e992a21eaf4390f60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.12306",
    "kind": "arxiv",
    "version": 3
  }
}