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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
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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 17 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.

afffundvenueaboutunlabeled
The potato vine crusher: a new tool for harvest weed seed control
Andrew McKenzie‐Gopsill, Ashley Nicolle MacDonald, Laura Anderson, Scott N. White, Christine Noronha
2023· article· en· Canadian Journal of Plant Science· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affno abstractunlabeled
Evolving on-farm weed management systems: the Canadian experience.
Robert E. Blackshaw, Christopher Preston, J. H. Watts, N. D. Crossman
2006· article· en· 15th Australian Weeds Conference, Papers and Proceedings, Adelaide, South Australia, 24-28 September 2006: Managing weeds in a changing climate.· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
4
citations
aboutno affunlabeled
Ampfer- und Distelbekämpfung im Ökologischen Landbau
Herwart Böhm, Arnd Verschwele
2004· article· de· Organic Eprints (International Centre for Research in Organic Food Systems, and Research Institute of Organic Agriculture)· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Herbicide Resistance
L. J. Shane Friesen, J. Christopher Hall
2004· book-chapter· en· Weed Biology and Management· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
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How this was built: Screen · Findings · About