Pith Number

pith:NFRBUBUP

pith:2018:NFRBUBUP3JLW72MHTQORMWJVIV

not attested not anchored not stored refs pending

Inhibited Softmax for Uncertainty Estimation in Neural Networks

Marcin Mo\.zejko, Mateusz Susik, Rafa{\l} Karczewski

arxiv:1810.01861 v2 · 2018-10-03 · 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{NFRBUBUP3JLW72MHTQORMWJVIV}

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	2026-05-17T23:49:17.357179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69621a068fda576fe9879c1d16593545704ffa6775851a17377a207a434b29a8

Aliases

arxiv: 1810.01861 · arxiv_version: 1810.01861v2 · doi: 10.48550/arxiv.1810.01861 · pith_short_12: NFRBUBUP3JLW · pith_short_16: NFRBUBUP3JLW72MH · pith_short_8: NFRBUBUP

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/NFRBUBUP3JLW72MHTQORMWJVIV \
  | 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: 69621a068fda576fe9879c1d16593545704ffa6775851a17377a207a434b29a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4714700ae7d990bc2471b342a16f42a372ba620a684ad779f7f814d5893ee61",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-03T08:18:11Z",
    "title_canon_sha256": "142b92627b12a2e0b72197f80e1e1c05600051d61070fb60310c506d0f67569e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.01861",
    "kind": "arxiv",
    "version": 2
  }
}