Pith Number

pith:HBWN5OVH

pith:2021:HBWN5OVHM5YJ2OXLN657QU4UOM

not attested not anchored not stored refs pending

Algorithmic encoding of protected characteristics in image-based models for disease detection

Ben Glocker, Charles Jones, Melanie Bernhardt, Stefan Winzeck

arxiv:2110.14755 v4 · 2021-10-27 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HBWN5OVHM5YJ2OXLN657QU4UOM}

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

From pre-training to downstream performance: Does domain-specific pre-training make sense?

Receipt and verification

First computed	2026-07-05T04:42:14.940793Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

386cdebaa767709d3aeb6fbbf853947314e235c5024878405ce16f20add08df2

Aliases

arxiv: 2110.14755 · arxiv_version: 2110.14755v4 · doi: 10.48550/arxiv.2110.14755 · pith_short_12: HBWN5OVHM5YJ · pith_short_16: HBWN5OVHM5YJ2OXL · pith_short_8: HBWN5OVH

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/HBWN5OVHM5YJ2OXLN657QU4UOM \
  | 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: 386cdebaa767709d3aeb6fbbf853947314e235c5024878405ce16f20add08df2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bf552fb5dba0c8c782a1b9e2d42b127256289cc2a40d40555413e9e63b5cecf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-27T20:30:57Z",
    "title_canon_sha256": "218f22d8572bb0eb0beba246cb16698016fe2e2239592011d20e4a12442d91ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14755",
    "kind": "arxiv",
    "version": 4
  }
}