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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 3 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.

affno abstractunlabeled
Reimagining marketing strategy: driving the debate on grand challenges
Ko de Ruyter, Debbie Keeling, Kirk Plangger, Matteo Montecchi, Maura L. Scott, Darren W. Dahl
2021· editorial· en· Journal of the Academy of Marketing Science· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · metaresearch
125
citations
affno abstractunlabeled
Advertising Spending and Perceived Quality
Sridhar Moorthy, Hao Zhao
2000· article· en· Marketing Letters· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
124
citations
affunlabeled
Consumer evaluations of brand imitations
Alain d’Astous, Ezzedine Gargouri
2001· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
122
citations
affunlabeled
Brand personality: theory and dimensionality
Gary Davies, José I. Rojas‐Méndez, Susan Whelan, Melisa Mete, Theresa Loo
2018· article· en· Journal of Product & Brand Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
121
citations
venueno affunlabeled
A Reconceptualization of Brand Image
Jeung-Yun Lee, Jeffrey James, Yukyoum Kim
2014· article· en· International Journal of Business Administration· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
108
citations
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
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