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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 11 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
Luxury consumers’ behavior: a cross-cultural aspect
Олена Наумова, Svitlana Bilan, Марія Наумова
2019· article· en· Innovative Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
21
citations
venueno affunlabeled
A Theory on Fashion Consumption
Fang Ma, Huijing Shi, Lihua Chen, Yiping Luo
2012· article· en· Journal of Management and Strategy· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
21
citations
aboutno affunlabeled
Connoisseurship Taste Ritual
Ronan Torres Quintão, Eliane Pereira Zamith Brito
2015· book-chapter· en· Research in consumer behavior· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
21
citations
affunlabeled
The consumer psychology of mail‐in rebates
John T. Gourville, Dilip Soman
2011· article· en· Journal of Product & Brand Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Marketing (as) Rhetoric: paradigms, provocations, and perspectives
Stephen Brown, Chris Hackley, Shelby D. Hunt, Charles Marsh, Nicholas O’Shaughnessy, Barbara J. Phillips +3 more
2018· article· en· Journal of Marketing Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Consumer Acumen: Augmenting Consumer Literacy
Sue L. T. McGregor
2011· article· en· Journal of Consumer Affairs· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
19
citations
affunlabeled
The Olympic Games and associative sponsorship
Richard Rutter, John Nadeau, Ulf Aagerup, Fiona Lettice
2019· article· en· Internet Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
fundno affunlabeled
Retrospective evaluations of playful experiences
Sayantani Mukherjee, Loraine Lau‐Gesk
2016· article· en· Journal of Consumer Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affunlabeled
Ownership and Value in Childhood
Madison L. Pesowski, Shaylene E. Nancekivell, Arber Tasimi, Ori Friedman
2022· article· en· Annual Review of Developmental Psychology· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affaboutunlabeled
Export “A” ads are extremely expert, eh?
Richard W. Pollay
2001· article· en· Tobacco Control· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations
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