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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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Journal of the Academy of Marketing Science
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Retraction
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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.

78 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
78 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 78 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 78 of 78 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The ubiquity of scarcity
Russell W. Belk, Gopal Das, Shailendra Pratap Jain
2023· article· en· Journal of the Academy of Marketing Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Reviews of Books
John Pliniussen, Peggy Cunningham, Masaaki Kotabe, Sunil Erevelles, Mary L. Carsky, Judith Lynne Zaichkowsky
2002· article· en· Journal of the Academy of Marketing Science· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch
11
citations
affno abstractunlabeled
Brand warmth elicits feedback, not complaints
Vivek Astvansh, Anshu Suri, Hoorsana Damavandi
2024· article· en· Journal of the Academy of Marketing Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Reviews of Books
Peggy Cunningham, Yannik St‐James, Ashwin W. Joshi, Jerome Agrusa, Carol Kaufman‐Scarborough, Terrence H. Witkowski
2002· article· en· Journal of the Academy of Marketing Science· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch
2
citations
affno abstractunlabeled
Reviews of books
Peggy Cunningham, T. Bettina Cornwell, Saeed Samiee, G. Tomas M. Hult, David S. White, Catharine M. Curran +1 more
2001· article· en· Journal of the Academy of Marketing Science· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
0
citations
affno abstractunlabeled
Review Of Books
Peggy Cunningham
2003· article· en· Journal of the Academy of Marketing Science· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
0
citations
affno abstractunlabeled
Reviews of Books
Peggy Cunningham, Morris B. Holbrook, Tom Duncan, Andrew McAuley, Lisa C. Troy
2002· article· en· Journal of the Academy of Marketing Science· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch
0
citations

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