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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.

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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International Marketing Review
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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.

80 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.
80 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 80 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 80 of 80 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Identity, demographics, and consumer behaviors
Mark Cleveland, Nicolas Papadopoulos, Michel Laroche
2011· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
212
citations
affunlabeled
Consumers' product evaluations in emerging markets
Leila Hamzaoui Essoussi, Dwight Merunka
2007· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
179
citations
affunlabeled
“I” versus “we”
Michel Laroche, Maria Kalamas, Mark Cleveland
2005· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
121
citations
affunlabeled
Global consumer culture: epistemology and ontology
Mark Cleveland, Fabian Bartsch
2018· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
91
citations
affunlabeled
Here, there and everywhere: a study of consumer centrism
Melvin Prince, Mark Davies, Mark Cleveland, Dayananda Palihawadana
2016· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
84
citations
affunlabeled
Are supply chains global or regional?
Alan M. Rugman, Jing Li, Chang Hoon Oh
2009· article· en· International Marketing Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
83
citations
affunlabeled
Wal‐Mart in Europe: prospects for the UK
Stephen J. Arnold, J. D. Fernie
2000· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations
affaboutunlabeled
Product‐country images in the arts: a multi‐country study
Alain d’Astous, Zannie Giraud Voss, François Colbert, Antonella Carù, Marylouise Caldwell, François Courvoisier
2008· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
46
citations
affunlabeled
Appreciating vs venerating cultural outgroups
Mark Cleveland, Anjana Balakrishnan
2018· article· en· International Marketing Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
affunlabeled
Experience, resources and export market performance
Mário Henrique Ogasavara, Dirk Michael Boehe, Luciano Barin Cruz
2016· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
39
citations
affunlabeled
From international travelling consumer to place ambassador
Alessandro De Nisco, Nicolas Papadopoulos, Statia Elliot
2017· article· en· International Marketing Review· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
33
citations
affaboutunlabeled
Aspiration, foreignness liability and market potential
Lee Li, Gongming Qian, Zhengming Qian, Irene R. R. Lu
2018· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
aboutno affunlabeled
International marketing serials: a retrospective
Michael R. Hyman, Zhilin Yang
2001· article· en· International Marketing Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations
affunlabeled
Soft power and nation rebranding
Eric Ping Hung Li, Hyun Jeong Min, Somin Lee
2020· article· en· International Marketing Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations

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