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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
fundfunder
venuejournal
aboutaboutness

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 14 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
Brand network maps
Sarena Saunders, Michel Rod
2012· article· en· International Journal of Pharmaceutical and Healthcare Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Apples, oranges, and self
Russell W. Belk
2024· article· en· Journal of Marketing Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
venueno affunlabeled
The Influence of CSR on Brand Relevant Aspects
Shwu-Ing Wu, Jui-Ho Chen
2015· article· en· Journal of Management and Sustainability· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Brand and firm values in distinct national cultures
Reza H. Chowdhury, Wootae Chun, Sungchul Choi, Kurtis Friend
2020· article· en· Asia Pacific Journal of Marketing and Logistics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Consumer Behavior in Travel and Tourism
Ken R. Hammer
2001· article· en· Annals of Tourism Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Brand warmth elicits feedback, not complaints
Vivek Astvansh, Anshu Suri, Hoorsana Damavandi
2024· article· en· Journal of the Academy of Marketing Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
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How this was built: Screen · Findings · About