Pith Number

pith:KA35S2VK

pith:2023:KA35S2VK3KSOSTRK2OXF3MLV3H

not attested not anchored not stored refs pending

Human Limits in Machine Learning: Prediction of Plant Phenotypes Using Soil Microbiome Data

Claudia Sol\'is-Lemus, Richard Lankau, Rosa Aghdam, Shan Shan, Xudong Tang

arxiv:2306.11157 v2 · 2023-06-19 · stat.ML · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KA35S2VK3KSOSTRK2OXF3MLV3H}

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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	2026-07-05T07:46:19.638153Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5037d96aaadaa4e94e2ad3ae5db175d9d95f87eac29b3df5d951cce932d21aa4

Aliases

arxiv: 2306.11157 · arxiv_version: 2306.11157v2 · doi: 10.48550/arxiv.2306.11157 · pith_short_12: KA35S2VK3KSO · pith_short_16: KA35S2VK3KSOSTRK · pith_short_8: KA35S2VK

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/KA35S2VK3KSOSTRK2OXF3MLV3H \
  | 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: 5037d96aaadaa4e94e2ad3ae5db175d9d95f87eac29b3df5d951cce932d21aa4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7dd86adadc72664e40def66ada356ae4ba6c0c603a65d0929bc86a79e36b017",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-06-19T20:52:37Z",
    "title_canon_sha256": "b022f7e3c3eb347a3d9ef0adb6e47ea6310b256286e3e8ce8f3f9118cf46e1fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.11157",
    "kind": "arxiv",
    "version": 2
  }
}