Pith Number

pith:MPCJWYTA

pith:2022:MPCJWYTAB373C4VGGS4UXWIWVB

not attested not anchored not stored refs pending

GLM for partially pooled categorical predictors with a case study in biosecurity

Andrew P. Robinson, Christopher M. Baker, Elena Tartaglia, Howard Bondell, Nathaniel Bloomfield

arxiv:2211.13848 v1 · 2022-11-25 · 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{MPCJWYTAB373C4VGGS4UXWIWVB}

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	2026-07-05T05:19:26.900581Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63c49b62600effb172a634b94bd916a86e2156457aca5b669db58fdfd0b1dbe0

Aliases

arxiv: 2211.13848 · arxiv_version: 2211.13848v1 · doi: 10.48550/arxiv.2211.13848 · pith_short_12: MPCJWYTAB373 · pith_short_16: MPCJWYTAB373C4VG · pith_short_8: MPCJWYTA

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/MPCJWYTAB373C4VGGS4UXWIWVB \
  | 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: 63c49b62600effb172a634b94bd916a86e2156457aca5b669db58fdfd0b1dbe0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f252ea5cc3986ff62d80533de9d155562caa2ea4bd8f443cd9d429a7d9ca5815",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2022-11-25T01:13:36Z",
    "title_canon_sha256": "21572bba0294a21dcaaa8e58195fd7bb55e3cd0725691a087610772be2f41503"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.13848",
    "kind": "arxiv",
    "version": 1
  }
}