Pith Number

pith:ZRWY6Z5X

pith:2026:ZRWY6Z5XSVKU5YZ2ZTDERKUE42

not attested not anchored not stored refs pending

Predicting Heterogeneous Treatment Effects Of Building Energy Saving Retrofits Using Causal Machine Learning

David Zapata Gonzalez, Kevin Zalipski, Oliver M\"uller

arxiv:2607.01891 v1 · 2026-07-02 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZRWY6Z5XSVKU5YZ2ZTDERKUE42}

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	2026-07-03T01:17:32.695824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc6d8f67b795554ee33accc648aa84e69b6cb8f785755d1ae6eacab59b2135d7

Aliases

arxiv: 2607.01891 · arxiv_version: 2607.01891v1 · doi: 10.48550/arxiv.2607.01891 · pith_short_12: ZRWY6Z5XSVKU · pith_short_16: ZRWY6Z5XSVKU5YZ2 · pith_short_8: ZRWY6Z5X

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/ZRWY6Z5XSVKU5YZ2ZTDERKUE42 \
  | 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: cc6d8f67b795554ee33accc648aa84e69b6cb8f785755d1ae6eacab59b2135d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73e07a0db14722f819a3d2fbac4072cea3040879ae6e8f7fc9217ad24db7f1bd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2026-07-02T08:42:23Z",
    "title_canon_sha256": "863e8c35afb02f823dd2e9e4587362a6e4097adb75c1fe94d9037ade57d9bfc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01891",
    "kind": "arxiv",
    "version": 1
  }
}