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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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Weed Control and Herbicide Applications
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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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

1,283 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,283 works in the cohort · of 4,299,418page 1 of 26

Labels cover 2 of 1,283 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 1,283 of 1,283 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The future for weed control and technology
Dale L. Shaner, Hugh J. Beckie
2013· review· en· Pest Management Science· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
217
citations
aboutno affunlabeled
Glyphosate-Resistant Crops and Weeds: Now and in the Future
Stephen O. Duke, Stephen B. Powles
2009· article· en· MOspace Institutional Repository (University of Missouri)· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
205
citations
affaboutunlabeled
Potential Corn Yield Losses from Weeds in North America
Nader Soltani, J. Anita Dille, Ian C. Burke, Wesley J. Everman, Mark J. VanGessel, Vince M. Davis +1 more
2016· article· en· Weed Technology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
190
citations
affunlabeled
Weed Suppression by Annual Legume Cover Crops in No‐Tillage Corn
John W. Fisk, O. B. Hesterman, Anil Shrestha, James J. Kells, Richard R. Harwood, John M. Squire +1 more
2001· article· en· Agronomy Journal· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
159
citations
affvenueunlabeled
Integrated weed management and weed species diversity
David R. Cléments, Stéphan Weise, Clarence J. Swanton
2005· article· en· Phytoprotection· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
153
citations
affunlabeled
Herbicide‐resistant weeds: from research and knowledge to future needs
Roberto Busi, Martín M. Vila‐Aiub, Hugh J. Beckie, Todd A. Gaines, Danica E. Goggin, Shiv Shankhar Kaundun +10 more
2013· article· en· Evolutionary Applications· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
130
citations
affno abstractunlabeled
Adaptability of plants invading North American cropland
David R. Cléments, Antonio DiTommaso, Nicholas Jordan, B. D. Booth, John Cardina, Douglas Doohan +3 more
2004· article· en· Agriculture Ecosystems & Environment· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
123
citations
afffundunlabeled
Review: Multivariate analysis in weed science research
N. C. Kenkel, D. A. Derksen, A. G. Thomas, P. R. Watson
2002· article· en· Weed Science· Agricultural and Biological Sciences
distilled prediction:candidate · bibliometricsconsensus · none
122
citations
affunlabeled
Reduced herbicide doses in field crops: A review
Robert E. Blackshaw, John T. O’Donovan, K. Neil Harker, George W. Clayton, R. N. Stougaard
2006· review· en· Weed Biology and Management· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
121
citations
affno abstractunlabeled
Organic weed management in perennial fruits
Andrew M. Hammermeister
2016· article· en· Scientia Horticulturae· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
104
citations
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