Pith Number

pith:K2BEF2B4

pith:2018:K2BEF2B4IG25ZP75CSEXT2XHMS

not attested not anchored not stored refs pending

Making Sense of Random Forest Probabilities: a Kernel Perspective

Abraham J. Wyner, Matthew A. Olson

arxiv:1812.05792 v1 · 2018-12-14 · 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{K2BEF2B4IG25ZP75CSEXT2XHMS}

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	2026-05-17T23:58:18.200118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

568242e83c41b5dcbffd148979eae764b8b1297f1777e182b9585ebada1f5964

Aliases

arxiv: 1812.05792 · arxiv_version: 1812.05792v1 · doi: 10.48550/arxiv.1812.05792 · pith_short_12: K2BEF2B4IG25 · pith_short_16: K2BEF2B4IG25ZP75 · pith_short_8: K2BEF2B4

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/K2BEF2B4IG25ZP75CSEXT2XHMS \
  | 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: 568242e83c41b5dcbffd148979eae764b8b1297f1777e182b9585ebada1f5964

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b58aea60cc34a39d93f048ca6569cddfd521b771338ad899cbf1969ae90ffb0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-12-14T05:57:39Z",
    "title_canon_sha256": "1aac9e3694f99b3d0b88c51afd228c7dce741b534478a5210c4587fb772bc46a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.05792",
    "kind": "arxiv",
    "version": 1
  }
}