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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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Consumer Behavior in Brand Consumption and Identification
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,449 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.
1,449 works in the cohort · of 4,299,418page 10 of 29

Labels cover 1 of 1,449 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 1,449 of 1,449 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
On ‘being there’
François A. Carrillat, Alain d’Astous, François Bellavance, François Eid
2015· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Why Chinese Elites buy what they buy
Xiaotong Jin, Hefeng Wang, Tianxin Wang, Li Yang, Shengliang Deng
2015· article· en· International Journal of Market Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
25
citations
affunlabeled
How Nonconsumption Shapes Desire
Xianchi Dai, Ayelet Fishbach
2014· article· fr· Journal of Consumer Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
24
citations
affno abstractunlabeled
Supermarkets as libraries of postmodern mythology
Maria Kniazeva, Russell W. Belk
2009· article· en· Journal of Business Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
24
citations
aboutno affunlabeled
International marketing serials: a retrospective
Michael R. Hyman, Zhilin Yang
2001· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations
affunlabeled
Consumer Consumption and Advertising Through Sport
Ann Pegoraro, Steven M. Ayer, Norm O’Reilly
2010· article· en· American Behavioral Scientist· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affno abstractunlabeled
The Arts Sector: A Marketing Definition
François Colbert
2014· article· en· Psychology and Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
Implicit and explicit preferences for brand name sounds
Ruth Pogacar, Michal Kouril, Thomas P. Carpenter, James J. Kellaris
2018· article· en· Marketing Letters· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
22
citations
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