Pith Number

pith:VCONX27A

pith:2023:VCONX27AEGRIV5IE3B2V6O7YOH

not attested not anchored not stored refs pending

Safer Together: Machine Learning Models Trained on Shared Accident Datasets Predict Construction Injuries Better than Company-Specific Models

Antoine J.-P. Tixier, Matthew R. Hallowell

arxiv:2301.03567 v1 · 2023-01-09 · 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{VCONX27AEGRIV5IE3B2V6O7YOH}

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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

Building Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety Research

Receipt and verification

First computed	2026-07-05T05:31:37.027825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a89cdbebe021a28af504d8755f3bf871c2746292fe9e537b590bff9abb7a28ee

Aliases

arxiv: 2301.03567 · arxiv_version: 2301.03567v1 · doi: 10.48550/arxiv.2301.03567 · pith_short_12: VCONX27AEGRI · pith_short_16: VCONX27AEGRIV5IE · pith_short_8: VCONX27A

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/VCONX27AEGRIV5IE3B2V6O7YOH \
  | 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: a89cdbebe021a28af504d8755f3bf871c2746292fe9e537b590bff9abb7a28ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa092edf0d96e786d00c395d06f72299b436d06a0d701ce74d20e54ac637266c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-09T18:37:40Z",
    "title_canon_sha256": "4ef93ca593bda4aa5fd7cae809bef6253f04f1a13477b49e476d9ef04b3b30ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.03567",
    "kind": "arxiv",
    "version": 1
  }
}