Pith Number

pith:SOW2LIMU

pith:2024:SOW2LIMUSC33V6NYMUJ3HWO5DT

not attested not anchored not stored refs pending

Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning

Aras Firat Unal, Aydogan Ozcan, Cagatay Isil, Hatice Ceylan Koydemir, Kevin De Haan, Koray Mentesoglu, Merve Eryilmaz, Nir Pillar, Omai B. Garner, Sukantha Chandrasekaran, Yair Rivenson

arxiv:2407.12337 v1 · 2024-07-17 · q-bio.QM · cs.LG · eess.IV · physics.med-ph · physics.optics

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SOW2LIMUSC33V6NYMUJ3HWO5DT}

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	2026-07-05T10:00:39.111483Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93ada5a19490b7baf9b86513b3d9dd1ce95e002d48b15258f053a2c7f187e2b1

Aliases

arxiv: 2407.12337 · arxiv_version: 2407.12337v1 · doi: 10.48550/arxiv.2407.12337 · pith_short_12: SOW2LIMUSC33 · pith_short_16: SOW2LIMUSC33V6NY · pith_short_8: SOW2LIMU

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/SOW2LIMUSC33V6NYMUJ3HWO5DT \
  | 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: 93ada5a19490b7baf9b86513b3d9dd1ce95e002d48b15258f053a2c7f187e2b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c849a0f8f1dd368fa1e941963dd4127e52dd05022f0f0753630b0885a34df8f",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV",
      "physics.med-ph",
      "physics.optics"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2024-07-17T06:28:03Z",
    "title_canon_sha256": "3aebd935aeb5b135fc7d36b736de1a67f6a273f133ecfd25154eb4d39cdd19bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12337",
    "kind": "arxiv",
    "version": 1
  }
}