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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 13 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.

venueno affno abstractunlabeled
Meaningful rural research
Peter Hutten-Czapski
2025· article· en· Canadian Journal of Rural Medicine· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Conclusion
Elizabeth Adamson
2016· book-chapter· en· Policy Press eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Encouraging Knowledge Diffusion through the Peer Group Learning Model
Natasha Wilkie, Adriane Catherine Good, Alexis DeCorby, Kathy Larson, Fonda Froats
2025· article· Canadian Agri-food & Rural Advisory Extension and Education Journal· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Reconnecting to Land, People, and Community
Hans-Dittmar Muündel, Karsten Muündel
2023· book-chapter· en· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Occurrence Download
2022· dataset· en· Global Biodiversity Information Facility· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Gender and work identity among Canadian cowboys
Andrea Petitt
2010· dissertation· en· Open MIND· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Rural 2.0: Place-Based Rural Community Innovation Systems
Ashleigh Weeden
2019· article· en· Rural Review Ontario Rural Planning Development and Policy· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Rainbows amidst the rivers
Philip Hayward, Christian Fleury
2025· article· Swamphen a Journal of Cultural Ecology (ASLEC-ANZ)· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Preface to the Second Edition
2017· book-chapter· en· University of British Columbia Press eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Manitoba Rural Settlements
Jonas Thor
2002· book-chapter· en· University of Manitoba Press eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Diversity and Contact Project (DivCon)
Karen Schönwälder, Sören Petermann, Jörg Hüttermann, Steven Vertovec, Miles Hewstone, Dietlind Stolle +2 more
2016· book-chapter· en· Palgrave Macmillan UK eBooks· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Making Geographical Connections - via Nova Scotia
Richard Kötter
2018· article· en· Northumbria Research Link (Northumbria University)· Agricultural and Biological Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Research in Rural Sociology and Development
Alessandro Bonanno, Josefa Salete, Barbosa Cavalcanti
2011· other· en· Research in rural sociology and development· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About