Pith Number

pith:BH3FCPEO

pith:2024:BH3FCPEO2VWEH3GERVPUUCUXAN

not attested not anchored not stored refs pending

Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration

Daniel Ramos, Luciana Ferrer

arxiv:2408.02841 v1 · 2024-08-05 · stat.ML · 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{BH3FCPEO2VWEH3GERVPUUCUXAN}

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

Same Target, Different Basins: Hard vs. Soft Labels for Annotator Distributions

Receipt and verification

First computed	2026-07-05T08:52:40.958219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09f6513c8ed56c43ecc48d5f4a0a9703561f7fcd7c9861ec70abe4fe96b71abb

Aliases

arxiv: 2408.02841 · arxiv_version: 2408.02841v1 · doi: 10.48550/arxiv.2408.02841 · pith_short_12: BH3FCPEO2VWE · pith_short_16: BH3FCPEO2VWEH3GE · pith_short_8: BH3FCPEO

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/BH3FCPEO2VWEH3GERVPUUCUXAN \
  | 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: 09f6513c8ed56c43ecc48d5f4a0a9703561f7fcd7c9861ec70abe4fe96b71abb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ba3a3ee531279197f95b561d0f4cd9558c1fabe33e7eccb09bc7d255ea4256d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-08-05T21:35:51Z",
    "title_canon_sha256": "61657167e339fea0e9f101ecf6e366f2fd547fac06396dad6b8495d936e18194"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.02841",
    "kind": "arxiv",
    "version": 1
  }
}