Pith Number

pith:QD4FGPM3

pith:2024:QD4FGPM3A52CX7G3OWRHJWJDR2

not attested not anchored not stored refs pending

Validation of human benchmark models for Automated Driving System approval: How competent and careful are they really?

Gustav Markkula, Jonas B\"argman, Pierluigi Olleja

arxiv:2406.09493 v1 · 2024-06-13 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QD4FGPM3A52CX7G3OWRHJWJDR2}

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

Active inference as a unified model of collision avoidance behavior in human drivers

Receipt and verification

First computed	2026-07-05T10:15:17.324787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80f8533d9b07742bfcdb75a274d9238e9e818a7b4eccb5b82e27af75cd98972f

Aliases

arxiv: 2406.09493 · arxiv_version: 2406.09493v1 · doi: 10.48550/arxiv.2406.09493 · pith_short_12: QD4FGPM3A52C · pith_short_16: QD4FGPM3A52CX7G3 · pith_short_8: QD4FGPM3

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/QD4FGPM3A52CX7G3OWRHJWJDR2 \
  | 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: 80f8533d9b07742bfcdb75a274d9238e9e818a7b4eccb5b82e27af75cd98972f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95040c54e8def1cc87ced15183447a7583b8cc9a17d8906ec36c1f27fd06671e",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-06-13T17:22:45Z",
    "title_canon_sha256": "817c26ddf948b10ac31a445a8803231987983dc874f54ec73e005c2ed1af4162"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09493",
    "kind": "arxiv",
    "version": 1
  }
}