Pith Number

pith:7PRFUTOY

pith:2025:7PRFUTOYTKXFGOCPV6CNTETK6L

not attested not anchored not stored refs pending

Diversity by Design: Addressing Mode Collapse Improves scRNA-seq Perturbation Modeling on Well-Calibrated Metrics

Bo Wang, Brendan Swain, Francis J. A. Leblanc, Gabriel M. Mejia, Henry E. Miller, Lucas Paulo de Lima Camillo

arxiv:2506.22641 v1 · 2025-06-27 · q-bio.GN · cs.LG · q-bio.MN · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7PRFUTOYTKXFGOCPV6CNTETK6L}

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

The Metric Picks the Winner: Evaluation Choice Flips Model Rankings for Drug-Response Prediction in Unseen Chemistry

Receipt and verification

First computed	2026-07-05T11:28:42.366392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbe25a4dd89aae53384faf84d9926af2f7cf788548626d4a5c1e6aaca925c82a

Aliases

arxiv: 2506.22641 · arxiv_version: 2506.22641v1 · doi: 10.48550/arxiv.2506.22641 · pith_short_12: 7PRFUTOYTKXF · pith_short_16: 7PRFUTOYTKXFGOCP · pith_short_8: 7PRFUTOY

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/7PRFUTOYTKXFGOCPV6CNTETK6L \
  | 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: fbe25a4dd89aae53384faf84d9926af2f7cf788548626d4a5c1e6aaca925c82a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "702344807d5a4e03d583baf94fb68839d6ee2541f27a33f028a05cdfbbba4cb3",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.MN",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.GN",
    "submitted_at": "2025-06-27T21:12:46Z",
    "title_canon_sha256": "51253e5c756bf079553009ba7b5602155ba700aa588b633336e7af21daa5fbab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22641",
    "kind": "arxiv",
    "version": 1
  }
}