Pith Number

pith:CI4A44G5

pith:2024:CI4A44G5QHEOITT3HBYQGR7TCE

not attested not anchored not stored refs pending

Enhancing Uncertainty Quantification in Drug Discovery with Censored Regression Labels

Adam Arany, Emma Svensson, Hannah Rosa Friesacher, Lewis Mervin, Ola Engkvist, Susanne Winiwarter

arxiv:2409.04313 v1 · 2024-09-06 · 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{CI4A44G5QHEOITT3HBYQGR7TCE}

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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

Temporal Distribution Shift in Real-World Pharmaceutical Data: Implications for Uncertainty Quantification in QSAR Models

Receipt and verification

First computed	2026-07-05T09:04:04.371538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12380e70dd81c8e44e7b38710347f311305646b8d99d812f1fa72b91dc224d9d

Aliases

arxiv: 2409.04313 · arxiv_version: 2409.04313v1 · doi: 10.48550/arxiv.2409.04313 · pith_short_12: CI4A44G5QHEO · pith_short_16: CI4A44G5QHEOITT3 · pith_short_8: CI4A44G5

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/CI4A44G5QHEOITT3HBYQGR7TCE \
  | 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: 12380e70dd81c8e44e7b38710347f311305646b8d99d812f1fa72b91dc224d9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03dd79b76a7666533b7ec159838a225959bcb2b50d98eae276e4c8e1edbd70a3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-06T14:38:47Z",
    "title_canon_sha256": "7d75a144740d2ea60251aef87ded6d67ccea4fd12dcaf82b590a7f57898171be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.04313",
    "kind": "arxiv",
    "version": 1
  }
}