Pith Number

pith:VYP6MHUP

pith:2022:VYP6MHUPQN7K77G2XCDP2WIQOT

not attested not anchored not stored refs pending

Attributing AUC-ROC to Analyze Binary Classifier Performance

Arya Tafvizi, Besim Avci, Mukund Sundararajan

arxiv:2205.11781 v1 · 2022-05-24 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VYP6MHUPQN7K77G2XCDP2WIQOT}

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.

Receipt and verification

First computed	2026-07-05T04:26:08.326958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae1fe61e8f837eaffcdab886fd591074e44537ff3e6769d1cd66e533b7552e04

Aliases

arxiv: 2205.11781 · arxiv_version: 2205.11781v1 · doi: 10.48550/arxiv.2205.11781 · pith_short_12: VYP6MHUPQN7K · pith_short_16: VYP6MHUPQN7K77G2 · pith_short_8: VYP6MHUP

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/VYP6MHUPQN7K77G2XCDP2WIQOT \
  | 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: ae1fe61e8f837eaffcdab886fd591074e44537ff3e6769d1cd66e533b7552e04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad5fc799e66a138d22b51dc93ecd7a2ec4e9da038ed8b42fe86337c93f788803",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-24T04:42:52Z",
    "title_canon_sha256": "f2c2aefa0bf851762f58d8657869d993054815fd851de012b2d666713126204f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.11781",
    "kind": "arxiv",
    "version": 1
  }
}