Pith Number

pith:IZAXSU4E

pith:2020:IZAXSU4EFQU6KMMAX2MOPCKMHM

not attested not anchored not stored refs pending

Selecting and ranking individualized treatment rules with unmeasured confounding

Bo Zhang, Dylan S Small, Jordan Weiss, Qingyuan Zhao

arxiv:2002.10436 v1 · 2020-02-24 · 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{IZAXSU4EFQU6KMMAX2MOPCKMHM}

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

Reinforcement Learning for Bidding Strategy Optimization in Day-Ahead Energy Market

Receipt and verification

First computed	2026-07-05T01:37:41.212508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46417953842c29e53180be98e7894c3b29cbabbdc225d511d3b057bfa2762670

Aliases

arxiv: 2002.10436 · arxiv_version: 2002.10436v1 · doi: 10.48550/arxiv.2002.10436 · pith_short_12: IZAXSU4EFQU6 · pith_short_16: IZAXSU4EFQU6KMMA · pith_short_8: IZAXSU4E

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/IZAXSU4EFQU6KMMAX2MOPCKMHM \
  | 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: 46417953842c29e53180be98e7894c3b29cbabbdc225d511d3b057bfa2762670

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b19cf1b48f347b63538931f1588e3359417608421e1b5fbe9f1cd0c509f95802",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2020-02-24T18:33:03Z",
    "title_canon_sha256": "8a32af7d407407bc18c8e971c6dafe05afc73dacc7c2481cefda8d20761c9207"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.10436",
    "kind": "arxiv",
    "version": 1
  }
}