Pith Number

pith:B5KGOMKT

pith:2026:B5KGOMKT54QBDS7I6M2HXVLLFT

not attested not anchored not stored refs pending

Tailoring Strictly Proper Scoring Rules for Downstream Tasks: An Application to Causal Inference

Alexandre Perez-Lebel, Antoine Saillenfest, Ga\"el Varoquaux, Marine Le Morvan, Matthieu Labeau, Roman Plaud, Thomas Bonald

arxiv:2606.03332 v1 · 2026-06-02 · 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{B5KGOMKT54QBDS7I6M2HXVLLFT}

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	2026-06-03T01:05:55.234718Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f54673153ef2011cbe8f3347bd56b2ceba02b4267b01055b826ad94b5d5184e

Aliases

arxiv: 2606.03332 · arxiv_version: 2606.03332v1 · doi: 10.48550/arxiv.2606.03332 · pith_short_12: B5KGOMKT54QB · pith_short_16: B5KGOMKT54QBDS7I · pith_short_8: B5KGOMKT

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/B5KGOMKT54QBDS7I6M2HXVLLFT \
  | 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: 0f54673153ef2011cbe8f3347bd56b2ceba02b4267b01055b826ad94b5d5184e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2c3c47b45b2dcd0103849b5624aefe88e5f271a1a9861eb6cc1966023ad1d2f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-02T08:41:25Z",
    "title_canon_sha256": "6a96553b94dd6f675359e06a355764a35fcf5db6c03d0a92a5540d92f70a71ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03332",
    "kind": "arxiv",
    "version": 1
  }
}