Pith Number

pith:EVTE5EK5

pith:2024:EVTE5EK55YN643UR4CWA7PRCNU

not attested not anchored not stored refs pending

Exploring Foundation Models Fine-Tuning for Cytology Classification

Beno\^it Macq, Isabelle Salmon, Karim El Khoury, Manon Dausort, Maxime Zanella, Tiffanie Godelaine

arxiv:2411.14975 v1 · 2024-11-22 · eess.IV · cs.AI · cs.CV · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EVTE5EK55YN643UR4CWA7PRCNU}

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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

Exploring Foundation Models Fine-Tuning for Cytology Classification

Receipt and verification

First computed	2026-07-05T09:39:14.444627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25664e915dee1bee6e91e0ac0fbe226d2b15ffde781d9535c88bd5a784858472

Aliases

arxiv: 2411.14975 · arxiv_version: 2411.14975v1 · doi: 10.48550/arxiv.2411.14975 · pith_short_12: EVTE5EK55YN6 · pith_short_16: EVTE5EK55YN643UR · pith_short_8: EVTE5EK5

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/EVTE5EK55YN643UR4CWA7PRCNU \
  | 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: 25664e915dee1bee6e91e0ac0fbe226d2b15ffde781d9535c88bd5a784858472

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cc5cffbd0b75e082021ff70ce5f814537bf5b65ca303dfedd168246f7cedf9f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-11-22T14:34:04Z",
    "title_canon_sha256": "c5944ad0ca0424f00cb91a9daa8db0866f97162ff6fa8c516465d88d335b3dee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14975",
    "kind": "arxiv",
    "version": 1
  }
}