Pith Number

pith:SXJIL7UD

pith:2018:SXJIL7UDEXQ774BX2KZ5FMIDS6

not attested not anchored not stored refs pending

Personalizing Intervention Probabilities By Pooling

Predrag Klasnja, Sabina Tomkins, Susan Murphy

arxiv:1812.00463 v1 · 2018-12-02 · 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{SXJIL7UDEXQ774BX2KZ5FMIDS6}

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	2026-05-17T23:59:21.275817Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95d285fe8325e1fff037d2b3d2b10397ac7ca837ff45923c090b4d7fbb411961

Aliases

arxiv: 1812.00463 · arxiv_version: 1812.00463v1 · doi: 10.48550/arxiv.1812.00463 · pith_short_12: SXJIL7UDEXQ7 · pith_short_16: SXJIL7UDEXQ774BX · pith_short_8: SXJIL7UD

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/SXJIL7UDEXQ774BX2KZ5FMIDS6 \
  | 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: 95d285fe8325e1fff037d2b3d2b10397ac7ca837ff45923c090b4d7fbb411961

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a542e680f6dd6c50385fdb46b95cacde189a20f7f310c0a644478285692e715",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-02T20:58:30Z",
    "title_canon_sha256": "971f1a6510a8a55b2380b0193030dbabc608e41e8f6a4b0947a44747c2ceece2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.00463",
    "kind": "arxiv",
    "version": 1
  }
}