Pith Number

pith:COXKT6I2

pith:2025:COXKT6I2WLW3UDTWJSEOBVHCYG

not attested not anchored not stored refs pending

Uncertainty Quantification with Proper Scoring Rules: Adjusting Measures to Prediction Tasks

Eyke H\"ullermeier, Paul Hofman, Yusuf Sale

arxiv:2505.22538 v1 · 2025-05-28 · cs.LG · 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{COXKT6I2WLW3UDTWJSEOBVHCYG}

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

ST-LoRA: Single Trajectory LoRA Ensemble for Uncertainty Aware Agricultural Segmentation

Receipt and verification

First computed	2026-07-05T11:11:26.252543Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13aea9f91ab2edba0e764c88e0d4e2c19a33efd8cc686ec445d7e9c45dfc024e

Aliases

arxiv: 2505.22538 · arxiv_version: 2505.22538v1 · doi: 10.48550/arxiv.2505.22538 · pith_short_12: COXKT6I2WLW3 · pith_short_16: COXKT6I2WLW3UDTW · pith_short_8: COXKT6I2

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/COXKT6I2WLW3UDTWJSEOBVHCYG \
  | 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: 13aea9f91ab2edba0e764c88e0d4e2c19a33efd8cc686ec445d7e9c45dfc024e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44b9bbe14fa7f4c386768470d3cc7dfc052f3c1df8d96d25600adba269dcc6cd",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-28T16:22:53Z",
    "title_canon_sha256": "e7e6444993ca532c10326c10c085fdb9876d0dc677fc1037dc410b836accb435"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22538",
    "kind": "arxiv",
    "version": 1
  }
}