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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.

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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Rural development and sustainability
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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.

1,031 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.
1,031 works in the cohort · of 4,299,418page 4 of 21

Labels cover 0 of 1,031 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 1,031 of 1,031 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueaboutunlabeled
Focus: Equity for women in geography
2002· article· en· Canadian Geographies / Géographies canadiennes· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
affvenueaboutunlabeled
Women in a Transitioning Canadian Resource Town
2008· article· en· Journal of rural and community development· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
venueno affunlabeled
Developing a green agricultural extension theory
2008· article· en· International Journal of Sustainable Development and Planning· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
aboutno affunlabeled
Arctic Migrants/Arctic Villagers
2002· book· en· McGill-Queen's University Press eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
aboutno affunlabeled
Research in Rural Sociology and Development
2010· other· en· Research in rural sociology and development· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
12
citations

How this was built: Screen · Findings · About