Pith. sign in
Pith Number

pith:FVGILUTZ

pith:2021:FVGILUTZOOLUJFVC5OLUUFB65V
not attested not anchored not stored refs pending

Extracting Pasture Phenotype and Biomass Percentages using Weakly Supervised Multi-target Deep Learning on a Small Dataset

Badri Narayanan, Brian Mac Namee, Kevin McGuinness, Mohamed Saadeldin, Paul Albert

arxiv:2101.03198 v1 · 2021-01-08 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FVGILUTZOOLUJFVC5OLUUFB65V}

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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 2026-07-05T02:05:46.953919Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2d4c85d27973974496a2eb974a143eed4657f7928b495c47ec74d1bc4aaabb72

Aliases

arxiv: 2101.03198 · arxiv_version: 2101.03198v1 · doi: 10.48550/arxiv.2101.03198 · pith_short_12: FVGILUTZOOLU · pith_short_16: FVGILUTZOOLUJFVC · pith_short_8: FVGILUTZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FVGILUTZOOLUJFVC5OLUUFB65V \
  | 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: 2d4c85d27973974496a2eb974a143eed4657f7928b495c47ec74d1bc4aaabb72
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ccd74639cb412425f8ae37a703f68b7a60f6b6d83ab96627964cd42a67348973",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-01-08T19:41:46Z",
    "title_canon_sha256": "1be783f751ccaaa7dd3771eb9d7361e96d112874e9b66b4df94188e4c26496b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.03198",
    "kind": "arxiv",
    "version": 1
  }
}