Pith Number

pith:CED3ELOM

pith:2016:CED3ELOM2AMTD44QYCCDHRKD7Y

not attested not anchored not stored refs pending

Multiclass Classification Calibration Functions

Bernardo \'Avila Pires, Csaba Szepesv\'ari

arxiv:1609.06385 v1 · 2016-09-20 · stat.ML · 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{CED3ELOM2AMTD44QYCCDHRKD7Y}

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	2026-05-18T01:04:08.442075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1107b22dccd01931f390c08433c543fe1642542b99b45db5da69fadfb76f6826

Aliases

arxiv: 1609.06385 · arxiv_version: 1609.06385v1 · doi: 10.48550/arxiv.1609.06385 · pith_short_12: CED3ELOM2AMT · pith_short_16: CED3ELOM2AMTD44Q · pith_short_8: CED3ELOM

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/CED3ELOM2AMTD44QYCCDHRKD7Y \
  | 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: 1107b22dccd01931f390c08433c543fe1642542b99b45db5da69fadfb76f6826

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48e72aeb6dd601720c3dbdd77dcf20f39b006a52be7f05621b4190bd87a6ff8b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-09-20T23:41:55Z",
    "title_canon_sha256": "bbc8c843b997bc415af33dc0367977884ccd4d0e653542675f5b0d15f4b1ee87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1609.06385",
    "kind": "arxiv",
    "version": 1
  }
}