Pith Number

pith:KFZX3ABM

pith:2020:KFZX3ABMMA3ZRGPRJQCYTEYNBO

not attested not anchored not stored refs pending

Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks

Ioana Bica, James Jordon, Mihaela van der Schaar

arxiv:2002.12326 v2 · 2020-02-27 · 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{KFZX3ABMMA3ZRGPRJQCYTEYNBO}

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	2026-07-05T01:53:19.200147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51737d802c60379899f14c0589930d0bb741f40155d39ade4bd62535878b26bb

Aliases

arxiv: 2002.12326 · arxiv_version: 2002.12326v2 · doi: 10.48550/arxiv.2002.12326 · pith_short_12: KFZX3ABMMA3Z · pith_short_16: KFZX3ABMMA3ZRGPR · pith_short_8: KFZX3ABM

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/KFZX3ABMMA3ZRGPRJQCYTEYNBO \
  | 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: 51737d802c60379899f14c0589930d0bb741f40155d39ade4bd62535878b26bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b5c534ca55940a747df5a3d2d214e4f8cff9e9e2e8fe4d5a2a1964e964445e0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-27T18:46:21Z",
    "title_canon_sha256": "6610ea61dbf6a36c4713933f1388bdf4e60fc8eab2aed5aa5305f1367f908789"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.12326",
    "kind": "arxiv",
    "version": 2
  }
}