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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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venuejournal
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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 7 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
How banner ads can be effective
Kaiyu Wang, Eric Shih, Laura A. Peracchio
2013· article· en· International Journal of Advertising· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
45
citations
affvenueunlabeled
The Development of a Process for Evaluating Marketing Sponsorships
Norm O’Reilly, Judith Madill
2011· article· en· Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
45
citations
affunlabeled
Advertising Trends in Urban China
Dongsheng Zhou, Weijiong Zhang, Ilan Vertinsky
2002· article· en· Journal of Advertising Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
45
citations
affunlabeled
Communicating brand gender through type fonts
Bianca Grohmann
2014· article· en· Journal of Marketing Communications· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
44
citations
affaboutunlabeled
Chinese Ethnic Identification and Conspicuous Consumption
Joseph S. Chen, May Aung, Lianxi Zhou, Vinay Kanetkar
2005· article· en· Journal of International Consumer Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
affunlabeled
X-Scale: a new scale to measure consumer xenocentrism
José I. Rojas‐Méndez, Sindy Chapa
2019· article· en· Marketing Intelligence & Planning· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
affno abstractunlabeled
Print advertising: White space
G. Douglas Olsen, John W. Pracejus, Thomas C. O’Guinn
2011· article· en· Journal of Business Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
affunlabeled
Co‐construction and performancescapes
Gülnur Tumbat, Russell W. Belk
2013· article· en· Journal of Consumer Behaviour· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
38
citations
affunlabeled
Macho Nachos
Luke Zhu, Victoria L. Brescoll, George E. Newman, Eric Luis Uhlmann
2015· article· en· Social Psychology· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
38
citations
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