Pith Number

pith:O3D2DY33

pith:2024:O3D2DY334FBFNUSDHP54ION5BD

not attested not anchored not stored refs pending

Metalearners for Ranking Treatment Effects

Felipe Moraes, Hugo Manuel Proen\c{c}a, Toon Vanderschueren, Wouter Verbeke

arxiv:2405.02183 v1 · 2024-05-03 · 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{O3D2DY334FBFNUSDHP54ION5BD}

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

2 papers in Pith

Aligning Data-Driven Predictors with Allocation: A Decision-Focused Approach to Survival Analysis

Real vs. Semi-Simulated: Rethinking Evaluation for Treatment Effect Estimation

Receipt and verification

First computed	2026-07-05T08:15:07.926287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76c7a1e37be14256d2433bfbc439bd08fcdae88f2ace79f2a244b3a74ff45b72

Aliases

arxiv: 2405.02183 · arxiv_version: 2405.02183v1 · doi: 10.48550/arxiv.2405.02183 · pith_short_12: O3D2DY334FBF · pith_short_16: O3D2DY334FBFNUSD · pith_short_8: O3D2DY33

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/O3D2DY334FBFNUSDHP54ION5BD \
  | 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: 76c7a1e37be14256d2433bfbc439bd08fcdae88f2ace79f2a244b3a74ff45b72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1d06317b8b09bd7c187d23edb9288e885ff3226b82693801f0b5cf597e44ebb",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-03T15:31:18Z",
    "title_canon_sha256": "b89606edff05ab397bb7b25327a0be5e2cc99549064f1330b222497bbaa81978"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02183",
    "kind": "arxiv",
    "version": 1
  }
}