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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.

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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 4 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
Audio Mining: The Role of Vocal Tone in Persuasion
Xin Wang, Shijie Lu, Xi Li, Mansur Khamitov, Neil Bendle
2021· article· en· Journal of Consumer Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
99
citations
affunlabeled
Possessions and Self
Russell W. Belk
2010· other· en· Wiley International Encyclopedia of Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
98
citations
affunlabeled
How Visual Brand Identity Shapes Consumer Response
Barbara J. Phillips, Edward F. McQuarrie, W. Glenn Griffin
2014· article· en· Psychology and Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
95
citations
affunlabeled
L'ethnomarketing: un élargissement de la recherche en comportement du consommateur à l'ethnologie
Olivier Badot, Christophe Carrier, Bernard Covà, Dominique Desjeux, Marc Filser
2009· article· fr· Recherche et Applications en Marketing (French Edition)· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
95
citations
affunlabeled
Misrepresentation in the Consumer Context
Jaideep Sengupta, Darren W. Dahl, Gerald J. Gorn
2002· article· en· Journal of Consumer Psychology· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
91
citations
affunlabeled
Global consumer culture: epistemology and ontology
Mark Cleveland, Fabian Bartsch
2018· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
91
citations
affunlabeled
The Effect of Brand Gender on Brand Equity
Theo Lieven, Bianca Grohmann, Andreas Herrmann, Jan R. Landwehr, Miriam van Tilburg
2014· article· en· Psychology and Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
90
citations
affunlabeled
Here, there and everywhere: a study of consumer centrism
Melvin Prince, Mark Davies, Mark Cleveland, Dayananda Palihawadana
2016· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
84
citations
affunlabeled
Identifying food marketing to teenagers: a scoping review
Emily Truman, Charlene Elliott
2019· review· en· International Journal of Behavioral Nutrition and Physical Activity· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
81
citations
affunlabeled
Is Nestlé a Lady? The Feminine Brand Name Advantage
Ruth Pogacar, Justin W. Angle, Tina M. Lowrey, L. J. Shrum, Frank R. Kardes
2021· article· en· Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
80
citations
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