Pith Number

pith:WUPFVJEY

pith:2022:WUPFVJEYT6H4SVQABLZGHKCM7I

not attested not anchored not stored refs pending

Scalable Sensitivity and Uncertainty Analysis for Causal-Effect Estimates of Continuous-Valued Interventions

Alyson Douglas, Andrew Jesson, Ma\"elys Solal, Nicolai Meinshausen, Peter Manshausen, Philip Stier, Uri Shalit, Yarin Gal

arxiv:2204.10022 v4 · 2022-04-21 · 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{WUPFVJEYT6H4SVQABLZGHKCM7I}

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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

TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations

Receipt and verification

First computed	2026-07-05T05:05:46.754464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b51e5aa4989f8fc956000af263a84cfa2a3c133a70759b7f1fe4d8dceb76ae14

Aliases

arxiv: 2204.10022 · arxiv_version: 2204.10022v4 · doi: 10.48550/arxiv.2204.10022 · pith_short_12: WUPFVJEYT6H4 · pith_short_16: WUPFVJEYT6H4SVQA · pith_short_8: WUPFVJEY

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/WUPFVJEYT6H4SVQABLZGHKCM7I \
  | 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: b51e5aa4989f8fc956000af263a84cfa2a3c133a70759b7f1fe4d8dceb76ae14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fff08b8fbc2b61e0b638b51cc5fbb9686bf00e103f403d5ac32f8d2c2e1619a6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-21T11:15:10Z",
    "title_canon_sha256": "b9da3934e9ddca445b766906fa9eacd4730c60b4218c5b97a1a7069ef102df9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.10022",
    "kind": "arxiv",
    "version": 4
  }
}