Pith Number

pith:3PQ5UVRJ

pith:2023:3PQ5UVRJKI2LZTKIBC2UCO7MEE

not attested not anchored not stored refs pending

Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems

Federica Sarro, Jie M. Zhang, Xinyue Li, Xuanzhe Liu, Ying Zhang, Zhenpeng Chen

arxiv:2308.02935 v4 · 2023-08-05 · cs.CY · cs.AI · cs.CV · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3PQ5UVRJKI2LZTKIBC2UCO7MEE}

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

The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter

Receipt and verification

First computed	2026-07-05T09:21:37.935641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbe1da56295234bccd4808b5413bec21073fdb0720532a565f49d01ed8390b07

Aliases

arxiv: 2308.02935 · arxiv_version: 2308.02935v4 · doi: 10.48550/arxiv.2308.02935 · pith_short_12: 3PQ5UVRJKI2L · pith_short_16: 3PQ5UVRJKI2LZTKI · pith_short_8: 3PQ5UVRJ

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/3PQ5UVRJKI2LZTKIBC2UCO7MEE \
  | 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: dbe1da56295234bccd4808b5413bec21073fdb0720532a565f49d01ed8390b07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b2d7231782c8dfdafe17d3e893320f008067b210efb5048ddfae9b760e67289",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-08-05T18:32:49Z",
    "title_canon_sha256": "6b51cb2f99556c234ee7ad4bcb7b7162a524fe08cafa75b87986f499b224f8ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.02935",
    "kind": "arxiv",
    "version": 4
  }
}