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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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Global trade, sustainability, and social impact
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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.

1,118 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.
1,118 works in the cohort · of 4,299,418page 16 of 23

Labels cover 0 of 1,118 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 1,118 of 1,118 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
10.1016/0967-0653(96)86712-3
2000· article· en· Time to knit· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Social Regionalism in Better Work Haiti
Adelle Blackett
2015· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Towards a social ecological theory of trade
2025· dissertation· en· eScholarship@McGill (McGill)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Toward a Political Economy of Rural Tourism
Karen Foster, Hannah Main
2023· article· Proceedings of the Canadian Rural Revitalization Foundation· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
PA_RF_5_2069.tif.vat.cpg
Kayla Stan, Arturo Sánchez‐Azofeifa
2019· dataset· en· Harvard Dataverse· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Ethnographic Things
Robert St. George
2014· article· en· Ethnologies· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Los Programas Y Sellos De Certificación En Comercio Justo: Una Lectura Neo-Institucional Con Ilustraciones Canadienses (Les programmes et labels d’attestation du commerce équitable : une lecture néoinstitutionnelle illustrée par des exemples canadiens) (Fair Trade Certification Programmes and Labels: A Neo-Institutional Reading with Canadian Illustrations)
Juan Francisco Núñez, Sylvie Berthelot
2012· article· fr· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
W(h)ither Fair Trade?
Mark Hudson, Ian Hudson, Mara Fridell
2013· book-chapter· en· Palgrave Macmillan UK eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Things and What They Hide
Mark Hudson, Ian Hudson, Mara Fridell
2013· book-chapter· en· Palgrave Macmillan UK eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Biofuels
Stefan Renckens
2020· book-chapter· en· Cambridge University Press eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Export market orientation from brazilian coffee
Fernanda Scharnberg Brandão, Alessandra Carla Ceolin, Miguelangelo Gianezini, Clândio Favarini Ruviaro, Eduardo Antunes Dias, Júlio Otávio Jardim Barcellos
2012· article· en· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Self trade
Keith Head, Thierry Mayer
2021· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
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