Pith Number

pith:YGDWSESI

pith:2021:YGDWSESILAWAJSLAOFX2BWBFJJ

not attested not anchored not stored refs pending

Ten Quick Tips for Deep Learning in Biology

Alexander J. Titus, Alexandra J. Lee, Alexandr A. Kalinin, Anthony Gitter, Benjamin D. Lee, Benjamin J. Lengerich, Beth Signal, Casey S. Greene, Elana J. Fertig, Evan M. Cofer, Finlay Maguire, Juan Jose Carmona, Kun-Hsing Yu, Marc G. Chevrette, Michael D. Kessler, Paul Allen Stewart, Sebastian Raschka, Simina M. Boca, Thiago Britto-Borges, Timothy J. Triche Jr

arxiv:2105.14372 v1 · 2021-05-29 · q-bio.OT · 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{YGDWSESILAWAJSLAOFX2BWBFJJ}

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	2026-07-05T04:19:31.960023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c187691248582c04c960716fa0d8254a61578366061abb083a05589cfc2f0c68

Aliases

arxiv: 2105.14372 · arxiv_version: 2105.14372v1 · doi: 10.48550/arxiv.2105.14372 · pith_short_12: YGDWSESILAWA · pith_short_16: YGDWSESILAWAJSLA · pith_short_8: YGDWSESI

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/YGDWSESILAWAJSLAOFX2BWBFJJ \
  | 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: c187691248582c04c960716fa0d8254a61578366061abb083a05589cfc2f0c68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebc1bc4263d62a02cb4d9f462334d95669e3c16cf8b0c219ae6fe92819d17e7c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.OT",
    "submitted_at": "2021-05-29T21:02:44Z",
    "title_canon_sha256": "47881264aee9c7331120153d735166bde29da6df44ff4cd11c5078d2169ee431"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.14372",
    "kind": "arxiv",
    "version": 1
  }
}