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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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European Journal of Marketing
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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.

133 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.
133 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 133 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 133 of 133 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Beyond market orientation
Jenny Darroch, Rod B. McNaughton
2003· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
212
citations
aboutno affunlabeled
Principles of corporate rebranding
Bill Merrilees, Dale Miller
2008· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
189
citations
affunlabeled
Competitive intelligence
Jonathan Calof, Sheila Wright
2008· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
183
citations
aboutno affunlabeled
The marketing of political marketing
Nicholas O’Shaughnessy
2001· article· en· European Journal of Marketing· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
175
citations
affunlabeled
Consumer evaluations of brand imitations
Alain d’Astous, Ezzedine Gargouri
2001· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
122
citations
affunlabeled
Market‐oriented value creation in service firms
Rod B. McNaughton, Phil Osborne, Brian C. Imrie
2002· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
113
citations
affunlabeled
Marketing stakeholder analysis
Bill Merrilees, Don Getz, Danny O’Brien
2005· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
90
citations
affunlabeled
For better or for worse?
Chatura Ranaweera, Kalyani Menon
2013· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
78
citations
aboutno affunlabeled
Attributions on dissatisfying service encounters
Patrick Poon, Michael K. Hui, Kevin Au
2004· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
77
citations
aboutno affunlabeled
Contemporary marketing practices in Russia
Ralf Wagner
2005· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Cause marketing communications
Sridhar Samu, Walter Wymer
2014· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
48
citations
affaboutunlabeled
Re‐examining field sales unit performance
Bülent Mengüç, Tansu Barker
2005· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
46
citations
affunlabeled
Internet channel and perceived cannibalization
Dheeraj Sharma, Jule B. Gassenheimer
2009· article· en· European Journal of Marketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
35
citations
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