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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
Evidence
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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 6 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.

affaboutunlabeled
Census Metropolitan Areas As Culture Clusters
David Coish
2004· preprint· en· RePEc: Research Papers in Economics· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Introduction: Sustainability and Rural Systems
Chris Cocklin, Leanne Bowler, Christopher Bryant
2002· book-chapter· en· ˜The œGeojournal library· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affaboutunlabeled
Social Exclusion and Social Support in Rural Canada
William Reimer
2004· article· en· Spectrum Research Repository (Concordia University)· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Wicked Problem of Regional Development Policy in Iceland
Anna Guðrún Edvardsdóttir, Rannveig Ólafsdóttir, Allison Williams
2023· article· en· Icelandic Review of Politics & Administration· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueaboutunlabeled
Through Their Eyes: Experiences of Rural Immigrants
Pallak Aora, Al Lauzon
2019· article· en· Journal of rural and community development· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Rurality and intersectionality: a literature review
Sarah Redshaw, Catherine Thomas, Nathan Kerrigan, Branka Krivokapic‐Skoko, Susan Flynn
2025· review· en· Equality Diversity and Inclusion An International Journal· Agricultural and Biological Sciences
distilled prediction:candidate · sts+open_scienceconsensus · none
6
citations
venueno affunlabeled
Trends of Agricultural Feminisation in Kastoria, Greece
Constantina Safiliou-Rotschild, Eleni Dimopoulou, Raina Lagiogianni, Spyrithoula Sotiropoulou
2007· article· en· Journal of Comparative Family Studies· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Integrated Development, Past and Present
Masset Edoardo
2018· article· en· IDS Bulletin· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations

How this was built: Screen · Findings · About