Pith Number

pith:24SCSPPC

pith:2025:24SCSPPC7O5225LYH6APHLE7GL

not attested not anchored not stored refs pending

Suitability Filter: A Statistical Framework for Classifier Evaluation in Real-World Deployment Settings

Ang\'eline Pouget, Mohammad Yaghini, Nicolas Papernot, Stephan Rabanser

arxiv:2505.22356 v1 · 2025-05-28 · cs.LG · cs.AI · cs.CY · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{24SCSPPC7O5225LYH6APHLE7GL}

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

Unsupervised Causal Abstractions Discovery

Receipt and verification

First computed	2026-07-05T11:11:13.825105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d724293de2fbbbad75783f80f3ac9f32df601ed46c183a7786929096220d2d88

Aliases

arxiv: 2505.22356 · arxiv_version: 2505.22356v1 · doi: 10.48550/arxiv.2505.22356 · pith_short_12: 24SCSPPC7O52 · pith_short_16: 24SCSPPC7O5225LY · pith_short_8: 24SCSPPC

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/24SCSPPC7O5225LYH6APHLE7GL \
  | 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: d724293de2fbbbad75783f80f3ac9f32df601ed46c183a7786929096220d2d88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8bf2bb69a2fea4d2ac5f771e8e726eb166477b67844c23d84b8445f11c7f4e7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-28T13:37:04Z",
    "title_canon_sha256": "68c48ecc26e83bf4307369a43886a616ac5bc6e151ef2e6aa2ea59f5c392fe9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22356",
    "kind": "arxiv",
    "version": 1
  }
}