Pith Number

pith:VOX3UV2Y

pith:2020:VOX3UV2YPAWI5C4ZXEHPP5RBV5

not attested not anchored not stored refs pending

Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning

Bin Yang, Dan Zhang, Kanil Patel, Michael Pfeiffer, William Beluch

arxiv:2006.13092 v7 · 2020-06-23 · cs.LG · 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{VOX3UV2YPAWI5C4ZXEHPP5RBV5}

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	2026-07-05T05:19:09.425048Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abafba5758782c8e8b99b90ef7f621af5719afb9f02eefc2f74204ee2badfa28

Aliases

arxiv: 2006.13092 · arxiv_version: 2006.13092v7 · doi: 10.48550/arxiv.2006.13092 · pith_short_12: VOX3UV2YPAWI · pith_short_16: VOX3UV2YPAWI5C4Z · pith_short_8: VOX3UV2Y

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/VOX3UV2YPAWI5C4ZXEHPP5RBV5 \
  | 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: abafba5758782c8e8b99b90ef7f621af5719afb9f02eefc2f74204ee2badfa28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7cd6a46240b12380b3df039a6f7427ea191b6a4657cbcf8afb3f75cba21542c3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-23T15:31:59Z",
    "title_canon_sha256": "674f96a90df784ea321617d05aeec28fe49b57db8bf03ccfec5efc4f90852f87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.13092",
    "kind": "arxiv",
    "version": 7
  }
}