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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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Journal of Product & Brand Management
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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.

71 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.
71 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 71 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 71 of 71 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Do counterfeits devalue the ownership of luxury brands?
Arghavan Nia, Judith Lynne Zaichkowsky
2000· article· en· Journal of Product & Brand Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
625
citations
affunlabeled
Brand hate: a multidimensional construct
Chun Zhang, Michel Laroche
2020· article· en· Journal of Product & Brand Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
160
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
affunlabeled
The nation brand molecule
José I. Rojas‐Méndez
2013· article· en· Journal of Product & Brand Management· Social Sciences
distilled prediction:candidate · noneconsensus · none
77
citations
affunlabeled
Price endings: magic and math
Jianping Liang, Vinay Kanetkar
2006· article· en· Journal of Product & Brand Management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
34
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
Consumer perceptions of bundles
Adam Nguyen, Roger M. Heeler, Cheryl L. Buff
2009· article· en· Journal of Product & Brand Management· Decision Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
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