Pith Number

pith:Z4KO7HTK

pith:2025:Z4KO7HTK3I2AA4FSCQFZZDCGVP

not attested not anchored not stored refs pending

Pulling back the curtain: the road from statistical estimand to machine-learning based estimator for epidemiologists (no wizard required)

Audrey Renson, Dana E. Goin, Iv\'an D\'iaz, Lina Montoya, Rachael K. Ross

arxiv:2502.05363 v1 · 2025-02-07 · stat.ME · 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{Z4KO7HTK3I2AA4FSCQFZZDCGVP}

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	2026-07-05T10:11:37.018300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf14ef9e6ada340070b2140b9c8c46abea81b0d485e2879fecd0deee6c3badfd

Aliases

arxiv: 2502.05363 · arxiv_version: 2502.05363v1 · doi: 10.48550/arxiv.2502.05363 · pith_short_12: Z4KO7HTK3I2A · pith_short_16: Z4KO7HTK3I2AA4FS · pith_short_8: Z4KO7HTK

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/Z4KO7HTK3I2AA4FSCQFZZDCGVP \
  | 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: cf14ef9e6ada340070b2140b9c8c46abea81b0d485e2879fecd0deee6c3badfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efbe96822f99e0a3f72de3f8777c1bb20af94fe40f16ccbdcf9f1c9e67d8f8c7",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-02-07T22:28:25Z",
    "title_canon_sha256": "1f840d7acb7de81091e57a7545eb86652ebf4a10d6902f7582663c33bef76196"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05363",
    "kind": "arxiv",
    "version": 1
  }
}