Pith Number

pith:CR52CLIH

pith:2024:CR52CLIH3IQYRHU76LJZJUIDDY

not attested not anchored not stored refs pending

Comprehensive Causal Machine Learning

Jana Mareckova, Michael Lechner

arxiv:2405.10198 v2 · 2024-05-16 · econ.EM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CR52CLIH3IQYRHU76LJZJUIDDY}

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

Evaluating Program Sequences with Double Machine Learning: An Application to Labor Market Policies

Receipt and verification

First computed	2026-07-05T10:14:03.309690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

147ba12d07da21889e9ff2d394d1031e1342b7e7a3fe942e3d41200b986c2d51

Aliases

arxiv: 2405.10198 · arxiv_version: 2405.10198v2 · doi: 10.48550/arxiv.2405.10198 · pith_short_12: CR52CLIH3IQY · pith_short_16: CR52CLIH3IQYRHU7 · pith_short_8: CR52CLIH

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/CR52CLIH3IQYRHU76LJZJUIDDY \
  | 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: 147ba12d07da21889e9ff2d394d1031e1342b7e7a3fe942e3d41200b986c2d51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eed432fb2a6dc1cca733b5356d4a454c43f1498d7a26e1e02b3b71fdc988d06b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2024-05-16T15:39:09Z",
    "title_canon_sha256": "615bbc2686d524a0f7def58def32e0251538365ae16cffdf23fddb315a001452"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.10198",
    "kind": "arxiv",
    "version": 2
  }
}