Pith Number

pith:YN2PFP7X

pith:2025:YN2PFP7X6GVPZDK7BLONDWP7ZF

not attested not anchored not stored refs pending

Machine Learning and statistical classification of CRISPR-Cas12a diagnostic assays

Andrew J. deMello, Daniel A. Richards, Jake M. Lesinski, Marcus Haywood-Alexander, Nathan Khosla

arxiv:2501.04413 v1 · 2025-01-08 · q-bio.QM · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YN2PFP7X6GVPZDK7BLONDWP7ZF}

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	2026-07-05T09:58:34.679920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c374f2bff7f1aafc8d5f0adcd1d9ffc954021d2bea393b0d5880ba9ca2066375

Aliases

arxiv: 2501.04413 · arxiv_version: 2501.04413v1 · doi: 10.48550/arxiv.2501.04413 · pith_short_12: YN2PFP7X6GVP · pith_short_16: YN2PFP7X6GVPZDK7 · pith_short_8: YN2PFP7X

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/YN2PFP7X6GVPZDK7BLONDWP7ZF \
  | 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: c374f2bff7f1aafc8d5f0adcd1d9ffc954021d2bea393b0d5880ba9ca2066375

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e646e57cfa60f58a3840f75c4ebd9c642cbee286081aa9f0fe9b6744f73aa0c5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2025-01-08T10:59:36Z",
    "title_canon_sha256": "24f0e9d79e35352cf6fe6fc200e6ee8e964517f223412ef316af0cbfd39803a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04413",
    "kind": "arxiv",
    "version": 1
  }
}