Pith Number

pith:4R72UUBN

pith:2022:4R72UUBNONRGG72NGLMATGML47

not attested not anchored not stored refs pending

Are There Exceptions to Goodhart's Law? On the Moral Justification of Fairness-Aware Machine Learning

Hilde Weerts, Lamb\`er Royakkers, Mykola Pechenizkiy

arxiv:2202.08536 v3 · 2022-02-17 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4R72UUBNONRGG72NGLMATGML47}

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

Transparency and Proportionality in Post-Processing Algorithmic Bias Correction

Receipt and verification

First computed	2026-07-05T08:38:50.174882Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e47faa502d7362637f4d32d809998be7d0cd0316c7981e981e057519796135e2

Aliases

arxiv: 2202.08536 · arxiv_version: 2202.08536v3 · doi: 10.48550/arxiv.2202.08536 · pith_short_12: 4R72UUBNONRG · pith_short_16: 4R72UUBNONRGG72N · pith_short_8: 4R72UUBN

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/4R72UUBNONRGG72NGLMATGML47 \
  | 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: e47faa502d7362637f4d32d809998be7d0cd0316c7981e981e057519796135e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a21b7dd140f4ae861202b146137c6c74f22befa278e2a327af7cfa56931eaab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-17T09:26:39Z",
    "title_canon_sha256": "2659a43934564dfed44317369b73a1d940ae0420434a6a8c897864358d626f6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.08536",
    "kind": "arxiv",
    "version": 3
  }
}