Pith Number

pith:WOCITBWE

pith:2019:WOCITBWEFHK3LWSEO3BR2IJIET

not attested not anchored not stored refs pending

Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout

Andreas Bender, Isidro Cortes-Ciriano

arxiv:1904.06330 v1 · 2019-04-12 · 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{WOCITBWEFHK3LWSEO3BR2IJIET}

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	2026-05-17T23:42:41.834182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3848986c429d5b5da4476c31d212824c7ca994372a992190229e56c148d3f83

Aliases

arxiv: 1904.06330 · arxiv_version: 1904.06330v1 · doi: 10.48550/arxiv.1904.06330 · pith_short_12: WOCITBWEFHK3 · pith_short_16: WOCITBWEFHK3LWSE · pith_short_8: WOCITBWE

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/WOCITBWEFHK3LWSEO3BR2IJIET \
  | 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: b3848986c429d5b5da4476c31d212824c7ca994372a992190229e56c148d3f83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a15ccc86d69733e33ebfbc6ca79cd2540c7f54eea1ccf85b9329fa458708728",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-12T17:18:08Z",
    "title_canon_sha256": "1fce23560524295a5f0cd2965368c8b810f6a404644fe46840eb9f739e9f54dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.06330",
    "kind": "arxiv",
    "version": 1
  }
}