Pith Number

pith:ZJGRR7JS

pith:2025:ZJGRR7JSV5NCLY223BX5QPDZRY

not attested not anchored not stored refs pending

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming

Irfan Hussain, Lyes Saad Soud, Muhayy Ud Din, Waseem Akram

arxiv:2507.11974 v1 · 2025-07-16 · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZJGRR7JSV5NCLY223BX5QPDZRY}

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	2026-07-05T11:38:12.227849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca4d18fd32af5a25e35ad86fd83c798e2a3a2987c4f9dd475c551e5c050bc143

Aliases

arxiv: 2507.11974 · arxiv_version: 2507.11974v1 · doi: 10.48550/arxiv.2507.11974 · pith_short_12: ZJGRR7JSV5NC · pith_short_16: ZJGRR7JSV5NCLY22 · pith_short_8: ZJGRR7JS

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/ZJGRR7JSV5NCLY223BX5QPDZRY \
  | 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: ca4d18fd32af5a25e35ad86fd83c798e2a3a2987c4f9dd475c551e5c050bc143

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04186b4ab1505121af2d51200f130f24e1a53572ef588ce54b2308958f78d1b1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-07-16T07:16:51Z",
    "title_canon_sha256": "e840fb320e06fbc697eca690dace18e9e0bbb2e0fa294a979eb16d7d8627037e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11974",
    "kind": "arxiv",
    "version": 1
  }
}