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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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Sustainable Agricultural Systems Analysis
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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
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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.

206 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.
206 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 206 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 206 of 206 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Functional Rarity: The Ecology of Outliers
2017· review· en· Trends in Ecology & Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
436
citations
aboutno affunlabeled
Sustainable Agriculture Research
2014· article· en· ADVANCED SCIENCES INDEX· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
37
citations
aboutno affunlabeled
Farm-level factors influencing farmers satisfaction with their work.
2018· article· en· 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia· Environmental Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
11
citations
affno abstractunlabeled
Researching the agroecosystem/environmental interface
2001· article· en· Agriculture Ecosystems & Environment· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
aboutno affunlabeled
Sustainable Agriculture
2007· book-chapter· en· Foundation Books· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
8
citations
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How this was built: Screen · Findings · About