Pith Number

pith:JAMSQATB

pith:2017:JAMSQATBNWOB5YD27QMVWFCAR3

not attested not anchored not stored refs pending

Causal Effect Inference with Deep Latent-Variable Models

Christos Louizos, David Sontag, Joris Mooij, Max Welling, Richard Zemel, Uri Shalit

arxiv:1705.08821 v2 · 2017-05-24 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JAMSQATBNWOB5YD27QMVWFCAR3}

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	2026-05-18T00:31:19.398392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48192802616d9c1ee07afc195b14408ef268037ddd1f53487d9efe8ce49f5179

Aliases

arxiv: 1705.08821 · arxiv_version: 1705.08821v2 · doi: 10.48550/arxiv.1705.08821 · pith_short_12: JAMSQATBNWOB · pith_short_16: JAMSQATBNWOB5YD2 · pith_short_8: JAMSQATB

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/JAMSQATBNWOB5YD27QMVWFCAR3 \
  | 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: 48192802616d9c1ee07afc195b14408ef268037ddd1f53487d9efe8ce49f5179

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "579261ac5d1e44ca9eb9d53796b7c473ab4703256b802c6ccebd34b96c83b150",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-05-24T15:33:48Z",
    "title_canon_sha256": "a280d6dc1d1384b11858a78a4d18c9ead70ef35166e4620d07ee49a62825262b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.08821",
    "kind": "arxiv",
    "version": 2
  }
}