Pith Number

pith:FWVJ26MU

pith:2020:FWVJ26MUPA376XKQO7VWZHXIQX

not attested not anchored not stored refs pending

Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction

Denis Charles, Emre Kiciman, Joesph J.Pfeiffer III, Murat Ali Bayir, Shuxi Zeng

arxiv:2010.08710 v2 · 2020-10-17 · 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{FWVJ26MUPA376XKQO7VWZHXIQX}

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	2026-07-05T02:06:52.619504Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2daa9d79947837ff5d5077eb6c9ee885da03c4a4f34c242c230d6aea764dcbf0

Aliases

arxiv: 2010.08710 · arxiv_version: 2010.08710v2 · doi: 10.48550/arxiv.2010.08710 · pith_short_12: FWVJ26MUPA37 · pith_short_16: FWVJ26MUPA376XKQ · pith_short_8: FWVJ26MU

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/FWVJ26MUPA376XKQO7VWZHXIQX \
  | 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: 2daa9d79947837ff5d5077eb6c9ee885da03c4a4f34c242c230d6aea764dcbf0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a881b2c81abad819f24db4f79c827ba539ab655e0b70b9486efbf246d92032f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-17T03:54:37Z",
    "title_canon_sha256": "572025d754e915de716bd8346dd44332b1d86cfb9a40eb7c5a197298e345322e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.08710",
    "kind": "arxiv",
    "version": 2
  }
}