Pith Number

pith:L4FUOZKZ

pith:2016:L4FUOZKZWBRXF6IO7GR76Y6KWJ

not attested not anchored not stored refs pending

Inferring Cognitive Models from Data using Approximate Bayesian Computation

Andrew Howes, Antti Kangasr\"a\"asi\"o, Antti Oulasvirta, Jukka Corander, Kumaripaba Athukorala, Samuel Kaski

arxiv:1612.00653 v2 · 2016-12-02 · cs.HC · cs.AI · 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{L4FUOZKZWBRXF6IO7GR76Y6KWJ}

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	2026-05-18T00:52:54.914963Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f0b476559b06372f90ef9a3ff63cab26bbbcdbcd112480672618fe508863b7f

Aliases

arxiv: 1612.00653 · arxiv_version: 1612.00653v2 · doi: 10.48550/arxiv.1612.00653 · pith_short_12: L4FUOZKZWBRX · pith_short_16: L4FUOZKZWBRXF6IO · pith_short_8: L4FUOZKZ

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/L4FUOZKZWBRXF6IO7GR76Y6KWJ \
  | 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: 5f0b476559b06372f90ef9a3ff63cab26bbbcdbcd112480672618fe508863b7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "161b14ffd493306279248e16ccd2a8b9ba16fa000087f2c57d168c470bc4137a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2016-12-02T12:20:47Z",
    "title_canon_sha256": "6d0825f87f6877607d2779628f2ef0a2d2e2d630211e598d17e7919efd2dafea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.00653",
    "kind": "arxiv",
    "version": 2
  }
}