Pith Number

pith:GVCAW6QH

pith:2022:GVCAW6QHVMZZH5O66XJRQ2S7EU

not attested not anchored not stored refs pending

Evaluating Forecasts with scoringutils in R

Anne Cori, Edwin van Leeuwen, Hugo Gruson, Nikos I. Bosse, Sam Abbott, Sebastian Funk

arxiv:2205.07090 v2 · 2022-05-14 · stat.ME · stat.AP · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GVCAW6QHVMZZH5O66XJRQ2S7EU}

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

3 papers in Pith

modelimportance: An R package for evaluating model importance within a multi-model ensemble

IDOBE: Infectious Disease Outbreak forecasting Benchmark Ecosystem

Generative diffusion models for spatiotemporal influenza forecasting

Receipt and verification

First computed	2026-07-05T09:29:23.056249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35440b7a07ab3393f5def5d3186a5f2539789413e38938d4b7c5efef2082abbf

Aliases

arxiv: 2205.07090 · arxiv_version: 2205.07090v2 · doi: 10.48550/arxiv.2205.07090 · pith_short_12: GVCAW6QHVMZZ · pith_short_16: GVCAW6QHVMZZH5O6 · pith_short_8: GVCAW6QH

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/GVCAW6QHVMZZH5O66XJRQ2S7EU \
  | 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: 35440b7a07ab3393f5def5d3186a5f2539789413e38938d4b7c5efef2082abbf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "316bec219c172c0434bc3fece04200a8613ba180ef58053480646700d5177b1d",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.CO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2022-05-14T16:11:10Z",
    "title_canon_sha256": "a1b71c5e610b895f48faec3b2c75f518e78353747e1a16f77aa2d43598e0e82a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.07090",
    "kind": "arxiv",
    "version": 2
  }
}