Pith Number

pith:XTZ43DNB

pith:2024:XTZ43DNBOAGBCHKVNOXUSXP7CP

not attested not anchored not stored refs pending

Uncertainty estimation via ensembles of deep learning models and dropout layers for seismic traces

Ferdinando Napolitano, Giovanni Messuti, Mariarosaria Falanga, ortensia Amoroso, Paolo Capuano, Silvia Scarpetta

arxiv:2410.06120 v1 · 2024-10-08 · cs.LG · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XTZ43DNBOAGBCHKVNOXUSXP7CP}

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.

Cited by

1 paper in Pith

Perspective Transition of Large Language Models for Solving Subjective Tasks

Receipt and verification

First computed	2026-07-05T09:17:56.154917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcf3cd8da1700c111d556baf495dff13e71867d7e88cf60cc61344b2f455e7c8

Aliases

arxiv: 2410.06120 · arxiv_version: 2410.06120v1 · doi: 10.48550/arxiv.2410.06120 · pith_short_12: XTZ43DNBOAGB · pith_short_16: XTZ43DNBOAGBCHKV · pith_short_8: XTZ43DNB

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/XTZ43DNBOAGBCHKVNOXUSXP7CP \
  | 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: bcf3cd8da1700c111d556baf495dff13e71867d7e88cf60cc61344b2f455e7c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "525c34799a7e7b50fe563fc0898b0c42162c0b2e40876e542cd62b47344e5a9b",
    "cross_cats_sorted": [
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-08T15:22:15Z",
    "title_canon_sha256": "14dc9f1b02e57752b239262ce3ba354f15dd6b3728441acec3f26057b54f0f17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06120",
    "kind": "arxiv",
    "version": 1
  }
}