Pith Number

pith:AW756R5J

pith:2022:AW756R5J7JY2CCKKMHJXSAGFXJ

not attested not anchored not stored refs pending

Personalizing Sustainable Agriculture with Causal Machine Learning

Charalampos Kontoes, Georgios Giannarakis, Roxanne Suzette Lorilla, Vasileios Sitokonstantinou

arxiv:2211.03179 v1 · 2022-11-06 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AW756R5J7JY2CCKKMHJXSAGFXJ}

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	2026-07-05T05:13:45.716106Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05bfdf47a9fa71a1094a61d37900c5ba75bbd285cc7b9d12d20383901ea6416a

Aliases

arxiv: 2211.03179 · arxiv_version: 2211.03179v1 · doi: 10.48550/arxiv.2211.03179 · pith_short_12: AW756R5J7JY2 · pith_short_16: AW756R5J7JY2CCKK · pith_short_8: AW756R5J

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/AW756R5J7JY2CCKKMHJXSAGFXJ \
  | 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: 05bfdf47a9fa71a1094a61d37900c5ba75bbd285cc7b9d12d20383901ea6416a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2922b65e69fdca10fceafdbb61135c8bb7aa16c3d1e3bd46b1c34b3d3e22d49",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-06T17:14:14Z",
    "title_canon_sha256": "0cc34f9ca6803d970f4090c276075a6a2592e634397847a97ec3c077715f0223"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.03179",
    "kind": "arxiv",
    "version": 1
  }
}