pith. sign in
Pith Number

pith:TUJDSZPQ

pith:2021:TUJDSZPQ5XQ3UOG5AMGD2FJ22X
not attested not anchored not stored refs pending

Deciphering the Language of Nature: A transformer-based language model for deleterious mutations in proteins

Kai Wang, Li Fang, Theodore Jiang

arxiv:2110.14746 v4 · 2021-10-27 · q-bio.GN · cs.LG · q-bio.QM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TUJDSZPQ5XQ3UOG5AMGD2FJ22X}

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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.
Receipt and verification
First computed 2026-07-05T05:40:20.011817Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9d123965f0ede1ba38dd030c3d153ad5f883db5ef395bf67c19079693b179dd2

Aliases

arxiv: 2110.14746 · arxiv_version: 2110.14746v4 · doi: 10.48550/arxiv.2110.14746 · pith_short_12: TUJDSZPQ5XQ3 · pith_short_16: TUJDSZPQ5XQ3UOG5 · pith_short_8: TUJDSZPQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TUJDSZPQ5XQ3UOG5AMGD2FJ22X \
  | 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: 9d123965f0ede1ba38dd030c3d153ad5f883db5ef395bf67c19079693b179dd2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "274ee1efafd0632ca61b91f61304c6abc5ff5254ad66a0cd44e79ebf5dd771a2",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.GN",
    "submitted_at": "2021-10-27T20:17:35Z",
    "title_canon_sha256": "c6d7febff263679092d2e36000cddf82d4dbdc344f0ea3b464117c0ab3589c8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14746",
    "kind": "arxiv",
    "version": 4
  }
}