Pith Number

pith:Q6DYB7LA

pith:2022:Q6DYB7LA3EJNMPFUTYHKKJVZZA

not attested not anchored not stored refs pending

Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection

Anselm Haselhoff, Fabian K\"uppers, Jonas Schneider

arxiv:2207.01242 v2 · 2022-07-04 · 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{Q6DYB7LA3EJNMPFUTYHKKJVZZA}

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	2026-07-05T04:49:53.916950Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

878780fd60d912d63cb49e0ea526b9c80e1ff7a13b450447197f51f1a2ff5fb0

Aliases

arxiv: 2207.01242 · arxiv_version: 2207.01242v2 · doi: 10.48550/arxiv.2207.01242 · pith_short_12: Q6DYB7LA3EJN · pith_short_16: Q6DYB7LA3EJNMPFU · pith_short_8: Q6DYB7LA

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/Q6DYB7LA3EJNMPFUTYHKKJVZZA \
  | 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: 878780fd60d912d63cb49e0ea526b9c80e1ff7a13b450447197f51f1a2ff5fb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "868d27194f78f28105d34c320976be2359df8481cd5de404a402f80947a629a9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-04T08:00:20Z",
    "title_canon_sha256": "e9c967498fa08a55bbb77190ab0b0d4a8f772b636ea7ed8d62b24e4586edea33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.01242",
    "kind": "arxiv",
    "version": 2
  }
}