Pith sign in
Pith Number

pith:LBAUK752

pith:2024:LBAUK7526DMSE4UD2KCMFHDYYI
not attested not anchored not stored refs pending

Causal machine learning for sustainable agroecosystems

Emiliano D\'iaz Salas Porras, Giulia Martini, Gustau Camps-Valls, Hannah Kerner, Ilias Tsoumas, Ioannis Athanasiadis, Jakob Zscheischler, Jordi Cerd\`a Bautista, Lily-belle Sweet, Maria Piles, Vasileios Sitokonstantinou

arxiv:2408.13155 v1 · 2024-08-23 · cs.LG · cs.AI · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LBAUK7526DMSE4UD2KCMFHDYYI}

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 2026-07-05T08:58:36.103352Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5841457fbaf0d9227283d284c29c78c217d8ddf2a3a9360505870df0f9354e39

Aliases

arxiv: 2408.13155 · arxiv_version: 2408.13155v1 · doi: 10.48550/arxiv.2408.13155 · pith_short_12: LBAUK7526DMS · pith_short_16: LBAUK7526DMSE4UD · pith_short_8: LBAUK752
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LBAUK7526DMSE4UD2KCMFHDYYI \
  | 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: 5841457fbaf0d9227283d284c29c78c217d8ddf2a3a9360505870df0f9354e39
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a5a84dcead1d39200b91adcc77025828fd2cd54e36ee2d80c666f2393848288f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-23T15:25:50Z",
    "title_canon_sha256": "3ce51f6940f049c9143f109eac2de552bdaf80e868a944d553f1139323232a31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13155",
    "kind": "arxiv",
    "version": 1
  }
}