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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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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 8 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.

affaboutunlabeled
Product-Country Images in the Context of NAFTA
Sadrudin A. Ahmed, Alain d’Astous
2004· article· en· Journal of Global Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Befriending Mr. Clean
Pankaj Aggarwal
2015· book-chapter· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
34
citations
affno abstractunlabeled
Marketing insights from text analysis
Jonah Berger, Grant Packard, Reihane Boghrati, Ming Hsu, Ashlee Humphreys, Andrea Webb Luangrath +4 more
2022· article· en· Marketing Letters· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
34
citations
affunlabeled
Wisdom from words: The psychology of consumer language
Jonah Berger, Grant Packard
2022· article· en· Consumer Psychology Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
33
citations
affunlabeled
A Proposal of the Buying Model for Fresh Food Products
Laurentino Bello Acebrón, Jean-Pierre Lévy Mangin, Domingo Calvo Dopico
2001· article· en· Journal of International Food & Agribusiness Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
33
citations
affno abstractunlabeled
Consumer Resistance: From Anti-Consumption to Revenge
Marcelo Vinhal Nepomuceno, Mina Rohani, Yany Grégoire
2017· book-chapter· en· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
30
citations
affunlabeled
Countries’ positioning on personality traits
José I. Rojas‐Méndez, Michael J. Hine
2016· article· en· Journal Of Vacation Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
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