Pith Number

pith:CEDRZNQG

pith:2023:CEDRZNQG53KEO3NP5MFRQ2STT3

not attested not anchored not stored refs pending

Mixture distributions for probabilistic forecasts of disease outbreaks

Jarad Niemi, Nick Reich, Spencer Wadsworth

arxiv:2310.11939 v1 · 2023-10-18 · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CEDRZNQG53KEO3NP5MFRQ2STT3}

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

Bayesian Stacking via Proper Scoring Rule Optimization using a Gibbs Posterior

Receipt and verification

First computed	2026-07-05T07:02:14.372791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11071cb606eed4476dafeb0b186a539efc41d247d1500afc929026d8b40001d9

Aliases

arxiv: 2310.11939 · arxiv_version: 2310.11939v1 · doi: 10.48550/arxiv.2310.11939 · pith_short_12: CEDRZNQG53KE · pith_short_16: CEDRZNQG53KEO3NP · pith_short_8: CEDRZNQG

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/CEDRZNQG53KEO3NP5MFRQ2STT3 \
  | 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: 11071cb606eed4476dafeb0b186a539efc41d247d1500afc929026d8b40001d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c9b9bd7425da1b007c953a8196628531133c93e86c69ac103ab8c337c69d466",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2023-10-18T13:05:55Z",
    "title_canon_sha256": "266f42070b67daad4a930b4edc684522d34b40ce8697670fb17a3d808d92754c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.11939",
    "kind": "arxiv",
    "version": 1
  }
}