Pith Number

pith:JZTKL4BL

pith:2019:JZTKL4BLFRP5SICFHOZ6LVTCSX

not attested not anchored not stored refs pending

Novel Uncertainty Framework for Deep Learning Ensembles

Michal Moshkovitz, Michal Rosen-Zvi, Tal Kachman

arxiv:1904.04917 v1 · 2019-04-09 · 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{JZTKL4BLFRP5SICFHOZ6LVTCSX}

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	2026-05-17T23:48:57.691405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e66a5f02b2c5fd920453bb3e5d66295c46b5c7e7ac1f12df2b675058800e404

Aliases

arxiv: 1904.04917 · arxiv_version: 1904.04917v1 · doi: 10.48550/arxiv.1904.04917 · pith_short_12: JZTKL4BLFRP5 · pith_short_16: JZTKL4BLFRP5SICF · pith_short_8: JZTKL4BL

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/JZTKL4BLFRP5SICFHOZ6LVTCSX \
  | 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: 4e66a5f02b2c5fd920453bb3e5d66295c46b5c7e7ac1f12df2b675058800e404

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f97a94adfd2e4c79102765e884a347d85bd4c1d0e967ef7476af242a92c51d93",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-04-09T21:31:08Z",
    "title_canon_sha256": "b403f3bafa8847c22b1832e0a46506ac75a3116f81a821d2bc4528a48f17dcd9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.04917",
    "kind": "arxiv",
    "version": 1
  }
}