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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Agriculture
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

217 results · 1 filter active ·
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20122025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
217 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 217 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 217 of 217 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
A Platform Approach to Smart Farm Information Processing
Mohammad Amiri-Zarandi, Mehdi Hazrati Fard, Samira Yousefinaghani, Mitra Kaviani, Rozita Dara
2022· article· en· Agriculture· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
65
citations
afffundunlabeled
Evaluating the Effectiveness of Rhizobium Inoculants and Micronutrients as Technologies for Nepalese Common Bean Smallholder Farmers in the Real-World Context of Highly Variable Hillside Environments and Indigenous Farming Practices
Malinda S. Thilakarathna, Tejendra Chapagain, Bhawana Ghimire, Roshan Pudasaini, Bir Bhahadur Tamang, Khem Gurung +6 more
2019· article· en· Agriculture· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Vegetation Indices for Predicting the Growth and Harvest Rate of Lettuce
Ana Luisa Alves Ribeiro, Gabriel Mascarenhas Maciel, Ana Carolina Silva Siquieroli, José Magno Queiróz Luz, Rodrigo Bezerra de Araújo Gallis, Pablo Henrique de Souza Assis +2 more
2023· article· en· Agriculture· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
26
citations
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How this was built: Screen · Findings · About