Pith Number

pith:ZB32CT5X

pith:2014:ZB32CT5XCWZMTRXZOXTBIB2IMU

not attested not anchored not stored refs pending

Binary Classifier Calibration: Non-parametric approach

Gregory F. Cooper, Mahdi Pakdaman Naeini, Milos Hauskrecht

arxiv:1401.3390 v1 · 2014-01-14 · 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{ZB32CT5XCWZMTRXZOXTBIB2IMU}

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	2026-05-18T03:02:09.419092Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c877a14fb715b2c9c6f975e614074865249daa1e68e7098722b85b1c9b04da1e

Aliases

arxiv: 1401.3390 · arxiv_version: 1401.3390v1 · doi: 10.48550/arxiv.1401.3390 · pith_short_12: ZB32CT5XCWZM · pith_short_16: ZB32CT5XCWZMTRXZ · pith_short_8: ZB32CT5X

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/ZB32CT5XCWZMTRXZOXTBIB2IMU \
  | 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: c877a14fb715b2c9c6f975e614074865249daa1e68e7098722b85b1c9b04da1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0257dc283f0531930e4c874af1e0c1cbac4e172e17e29842ac0836cc318ee26b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2014-01-14T23:52:16Z",
    "title_canon_sha256": "f5fe2d6e0556d88c0077bfd22aaca0a7dcfe5660b61f464852d6671f99385ec9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1401.3390",
    "kind": "arxiv",
    "version": 1
  }
}