Pith Number

pith:Y4WXLT2W

pith:2024:Y4WXLT2WBW75LHN4VTLEMGHBG5

not attested not anchored not stored refs pending

Optical aberrations in autonomous driving: Physics-informed parameterized temperature scaling for neural network uncertainty calibration

Alexander Braun, Dominik Werner Wolf, Markus Ulrich

arxiv:2412.13695 v2 · 2024-12-18 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y4WXLT2WBW75LHN4VTLEMGHBG5}

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	2026-07-05T10:56:13.297568Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c72d75cf560dbfd59dbcacd64618e13747bfd9c8863cc170729e386742c010b1

Aliases

arxiv: 2412.13695 · arxiv_version: 2412.13695v2 · doi: 10.48550/arxiv.2412.13695 · pith_short_12: Y4WXLT2WBW75 · pith_short_16: Y4WXLT2WBW75LHN4 · pith_short_8: Y4WXLT2W

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/Y4WXLT2WBW75LHN4VTLEMGHBG5 \
  | 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: c72d75cf560dbfd59dbcacd64618e13747bfd9c8863cc170729e386742c010b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "487909f7874761babef41399e941d791a420334db1afb21d7c69d427d3664cf2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-18T10:36:46Z",
    "title_canon_sha256": "bc17f52681182a313e5cf4909d93c83ecbc8eddf8c2f70064648fe90ec854b95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.13695",
    "kind": "arxiv",
    "version": 2
  }
}