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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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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 5 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
The evolution of consumer well‐being
Ethan Pancer, Jay M. Handelman
2012· article· en· Journal of Historical Research in Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
75
citations
affunlabeled
The case for qualitative research
Eileen Fischer, Gülay Taltekin Güzel
2022· article· en· Journal of Consumer Psychology· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
75
citations
affunlabeled
The Institutional Foundations of Materialism in Western Societies
William E. Kilbourne, Michael J. Dorsch, Pierre McDonagh, Bertrand Urien, Andrea Prothero, Marko Grünhagen +4 more
2009· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
74
citations
affunlabeled
The Sound of Brands
Jennifer Argo, Monica Popa, Malcolm Smith
2010· article· en· Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
69
citations
affunlabeled
Diversity representation in advertising
Colin Campbell, Sean Sands, Brent McFerran, Alexis Mavrommatis
2023· article· en· Journal of the Academy of Marketing Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
68
citations
affaboutunlabeled
THE TASTE TRANSFORMATION RITUAL IN THE SPECIALTY COFFEE MARKET
Ronan Torres Quintão, Eliane Pereira Zamith Brito, Russell W. Belk
2017· article· en· Revista de Administração de Empresas· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
67
citations
affunlabeled
Exploring space and place in marketing research
Elizabeth C. Hirschman, Ayalla Ruvio, Russell W. Belk
2012· article· en· Marketing Theory· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
65
citations
affunlabeled
Affordable luxury consumption: an emerging market's perspective
Shadma Shahid, Jamid Ul Islam, Rahela Farooqi, George Thomas
2021· article· en· International Journal of Emerging Markets· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
58
citations
affaboutunlabeled
Internationalising ambush marketing: a comparative study
Benoît Séguin, Mark R. Lyberger, Norm O’Reilly, Larry McCarthy
2005· article· en· International Journal of Sports Marketing and Sponsorship· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
58
citations

How this was built: Screen · Findings · About