Pith. sign in
Pith Number

pith:IFU4AT6W

pith:2025:IFU4AT6WR5ZHLKFWCQ5MGW5LRU
not attested not anchored not stored refs pending

A CRISP approach to QSP: XAI enabling fit-for-purpose models

Christian N. K. Anderson, Mark K. Transtrum, Noah DeTal

arxiv:2505.02750 v3 · 2025-05-05 · q-bio.QM · q-bio.MN · stat.AP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IFU4AT6WR5ZHLKFWCQ5MGW5LRU}

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 2026-07-05T11:17:45.153185Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4169c04fd68f7275a8b6143ac35bab8d226c91c8947f85ff58d6e5163a8c158f

Aliases

arxiv: 2505.02750 · arxiv_version: 2505.02750v3 · doi: 10.48550/arxiv.2505.02750 · pith_short_12: IFU4AT6WR5ZH · pith_short_16: IFU4AT6WR5ZHLKFW · pith_short_8: IFU4AT6W
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IFU4AT6WR5ZHLKFWCQ5MGW5LRU \
  | 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: 4169c04fd68f7275a8b6143ac35bab8d226c91c8947f85ff58d6e5163a8c158f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d240df28911c62857e4c708e8cdcd57242fd4a192b887d9d0c37244bf6722a40",
    "cross_cats_sorted": [
      "q-bio.MN",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2025-05-05T16:04:40Z",
    "title_canon_sha256": "6304200a54bb95a5d383aefe561d3663b5de924c5b45489ac1b3b676f549a8e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02750",
    "kind": "arxiv",
    "version": 3
  }
}