Pith Number

pith:MVPMJFKN

pith:2020:MVPMJFKNRAWMYPILCKF4O4SUFD

not attested not anchored not stored refs pending

Deeply Uncertain: Comparing Methods of Uncertainty Quantification in Deep Learning Algorithms

Brian Nord, Jo\~ao Caldeira

arxiv:2004.10710 v3 · 2020-04-22 · cs.LG · physics.comp-ph · 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{MVPMJFKNRAWMYPILCKF4O4SUFD}

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.

Cited by

1 paper in Pith

Towards Uncertainty Aware Task Delegation and Human-AI Collaborative Decision-Making

Receipt and verification

First computed	2026-07-05T01:57:16.346777Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

655ec4954d882ccc3d0b128bc7725428f8d958e2e54bf4f6a874f0f887265f3b

Aliases

arxiv: 2004.10710 · arxiv_version: 2004.10710v3 · doi: 10.48550/arxiv.2004.10710 · pith_short_12: MVPMJFKNRAWM · pith_short_16: MVPMJFKNRAWMYPIL · pith_short_8: MVPMJFKN

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/MVPMJFKNRAWMYPILCKF4O4SUFD \
  | 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: 655ec4954d882ccc3d0b128bc7725428f8d958e2e54bf4f6a874f0f887265f3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfd58e368fbfed267df77bbe966c84be3730be92344868674f30dd9c38a71738",
    "cross_cats_sorted": [
      "physics.comp-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-22T17:13:15Z",
    "title_canon_sha256": "b447e36a71fcf8b33bcab0266cec425dac9a3f373b76e4903281168d8831c790"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.10710",
    "kind": "arxiv",
    "version": 3
  }
}