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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 Macromarketing
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

60 results · 1 filter active ·
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20002025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
60 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 60 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 60 of 60 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Wisdom of Consumer Crowds
2008· article· en· Journal of Macromarketing· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
527
citations
affunlabeled
Co-creating Second Life
2008· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
169
citations
affunlabeled
Brands, Truthiness and Post-Fact
2018· article· en· Journal of Macromarketing· Neuroscience
distilled prediction:candidate · metaresearchconsensus · none
126
citations
affunlabeled
Governmentality at the Base-of-the-Pyramid
2011· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
51
citations
affunlabeled
Interpreting Macromarketing
2009· article· en· Journal of Macromarketing· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
42
citations
affunlabeled
Experiential Learning Projects
2015· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Artificial Life
2020· article· en· Journal of Macromarketing· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
28
citations
affunlabeled
Journal of Macromarketing Special Issue
2013· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affunlabeled
Macromarketing Teaching Materials
2012· article· en· Journal of Macromarketing· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
20
citations
affunlabeled
Shangri-La
2011· article· en· Journal of Macromarketing· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
afffundunlabeled
Appropriation of Community Knowledge
2015· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Vietnamese Weddings
2011· article· en· Journal of Macromarketing· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Infotransformation of Markets
2008· article· en· Journal of Macromarketing· Social Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affaboutunlabeled
``A More Definite System''
2008· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Book Review: Milton Friedman Fifty Years Later
2021· article· en· Journal of Macromarketing· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations

How this was built: Screen · Findings · About