Pith Number

pith:GZANZPCC

pith:2023:GZANZPCCXRVEUHTRHO6U2ULOCO

not attested not anchored not stored refs pending

Addressing Deep Learning Model Calibration Using Evidential Neural Networks and Uncertainty-Aware Training

Andrew P. King, Emily Chan, Esther Puyol-Anton, Reza Razavi, Tareen Dawood

arxiv:2301.13296 v2 · 2023-01-30 · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GZANZPCCXRVEUHTRHO6U2ULOCO}

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	2026-07-05T05:45:37.894480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3640dcbc42bc6a4a1e713bbd4d516e1393feef3c745f7abb66f0c1169feda9c6

Aliases

arxiv: 2301.13296 · arxiv_version: 2301.13296v2 · doi: 10.48550/arxiv.2301.13296 · pith_short_12: GZANZPCCXRVE · pith_short_16: GZANZPCCXRVEUHTR · pith_short_8: GZANZPCC

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/GZANZPCCXRVEUHTRHO6U2ULOCO \
  | 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: 3640dcbc42bc6a4a1e713bbd4d516e1393feef3c745f7abb66f0c1169feda9c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96ac545d399fa0684e5a85a74407abab5e0fd7bd9f4e97a267e6cfed679ea09b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-01-30T21:25:26Z",
    "title_canon_sha256": "4014c6f5f3f6ca513e2d791be54ef6aa917123dfcb242a4c73f365722d99f977"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.13296",
    "kind": "arxiv",
    "version": 2
  }
}