Pith Number

pith:RXEEPDVV

pith:2020:RXEEPDVV4DZAL2TNYAVX5YBUZT

not attested not anchored not stored refs pending

Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models

Andrew Jesson, S\"oren Mindermann, Uri Shalit, Yarin Gal

arxiv:2007.00163 v2 · 2020-07-01 · 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{RXEEPDVV4DZAL2TNYAVX5YBUZT}

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	2026-07-05T01:45:29.065026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8dc8478eb5e0f205ea6dc02b7ee034cce7e84a9828948bcd8369ebf3cab7d8bf

Aliases

arxiv: 2007.00163 · arxiv_version: 2007.00163v2 · doi: 10.48550/arxiv.2007.00163 · pith_short_12: RXEEPDVV4DZA · pith_short_16: RXEEPDVV4DZAL2TN · pith_short_8: RXEEPDVV

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/RXEEPDVV4DZAL2TNYAVX5YBUZT \
  | 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: 8dc8478eb5e0f205ea6dc02b7ee034cce7e84a9828948bcd8369ebf3cab7d8bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e62646a9f1d180006ec0457674d24f6da4af37f251d9b688cc5225feaebc41ee",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-01T00:37:41Z",
    "title_canon_sha256": "95c2730fc18979845998b5516ca217388e628d1e84ab0b3af036ffb5fc1bd99f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.00163",
    "kind": "arxiv",
    "version": 2
  }
}