Pith Number

pith:PLTRVKOO

pith:2018:PLTRVKOO6OBRQINEQENBBFICVV

not attested not anchored not stored refs pending

Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data

Andre F. Marquand, Seyed Mostafa Kia

arxiv:1812.04998 v2 · 2018-12-12 · stat.ML · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PLTRVKOO6OBRQINEQENBBFICVV}

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	2026-05-17T23:48:39.720837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ae71aa9cef3831821a4811a109502ad421d14b99ee9510cf9ce4440d782184f

Aliases

arxiv: 1812.04998 · arxiv_version: 1812.04998v2 · doi: 10.48550/arxiv.1812.04998 · pith_short_12: PLTRVKOO6OBR · pith_short_16: PLTRVKOO6OBRQINE · pith_short_8: PLTRVKOO

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/PLTRVKOO6OBRQINEQENBBFICVV \
  | 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: 7ae71aa9cef3831821a4811a109502ad421d14b99ee9510cf9ce4440d782184f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0620053a0865f8d558d5e7e66b383407810ddca1aba6e5334d602807f2ee31fc",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-12-12T16:02:06Z",
    "title_canon_sha256": "fc7efbb0a8e29dca15a2a1fb613959462b73714c253d3f84fd5f20c766995b8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.04998",
    "kind": "arxiv",
    "version": 2
  }
}