Pith Number

pith:WLRVQA3E

pith:2023:WLRVQA3EHFEXB42IQLP35AGCEZ

not attested not anchored not stored refs pending

ACE: Active Learning for Causal Inference with Expensive Experiments

C.F. Jeff Wu, Difan Song, Simon Mak

arxiv:2306.07480 v1 · 2023-06-13 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WLRVQA3EHFEXB42IQLP35AGCEZ}

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

ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments

Receipt and verification

First computed	2026-07-05T06:20:05.059027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2e3580364394970f34882dfbe80c226402b0ddf113db309b78a1b97ede27aa6

Aliases

arxiv: 2306.07480 · arxiv_version: 2306.07480v1 · doi: 10.48550/arxiv.2306.07480 · pith_short_12: WLRVQA3EHFEX · pith_short_16: WLRVQA3EHFEXB42I · pith_short_8: WLRVQA3E

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/WLRVQA3EHFEXB42IQLP35AGCEZ \
  | 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: b2e3580364394970f34882dfbe80c226402b0ddf113db309b78a1b97ede27aa6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1efdb689806ba10021b109a63024b71adf8e305662c52249f1e9520da9a1a5f3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-06-13T01:02:10Z",
    "title_canon_sha256": "baa2ded17cf9ae3d9cc5f00484e4d4a9aa05342c89d1aec1748838cf4516054c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.07480",
    "kind": "arxiv",
    "version": 1
  }
}