Pith Number

pith:P5GAZ53W

pith:2017:P5GAZ53WTX55OVY2524RV6OJP7

not attested not anchored not stored refs pending

Deep generative models of genetic variation capture mutation effects

Adam J. Riesselman, Debora S. Marks, John B. Ingraham

arxiv:1712.06527 v1 · 2017-12-18 · q-bio.QM · cond-mat.dis-nn · physics.bio-ph · 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{P5GAZ53WTX55OVY2524RV6OJP7}

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	2026-05-18T00:27:47.628333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f4c0cf7769dfbd7571aeeb91af9c97fd0aba3bf546eadbfdab35eab34861e4b

Aliases

arxiv: 1712.06527 · arxiv_version: 1712.06527v1 · doi: 10.48550/arxiv.1712.06527 · pith_short_12: P5GAZ53WTX55 · pith_short_16: P5GAZ53WTX55OVY2 · pith_short_8: P5GAZ53W

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/P5GAZ53WTX55OVY2524RV6OJP7 \
  | 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: 7f4c0cf7769dfbd7571aeeb91af9c97fd0aba3bf546eadbfdab35eab34861e4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4001f5a2f66e1b1b1c2c705e9eb68ce6f9476dd2d23042416c617b95c7226c39",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "physics.bio-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2017-12-18T17:13:08Z",
    "title_canon_sha256": "27debdaac0656861af52847243b3ffcc31b042b8bc5dc5dba65c32681d5478e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.06527",
    "kind": "arxiv",
    "version": 1
  }
}