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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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Management and Marketing Education
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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.

463 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.
463 works in the cohort · of 4,299,418page 4 of 10

Labels cover 1 of 463 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 463 of 463 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
PEOPLE MATTER IN MARKETING EDUCATION
Seung Hwan Lee
2024· article· en· Marketing Education Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affaboutunlabeled
The Google Online Marketing Challenge
Sven Tuzovic, Lyle Wetsch, Jamie Murphy
2011· book-chapter· en· Advances in educational marketing, administration, and leadership book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
Experiential Learning with an Open-Source Enterprise System
Jennifer Jewer, Jöerg Evermann
2014· article· en· Journal of the Association for Information Systems· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affvenueunlabeled
The Collaborative Case: From Class Assignment to Publication
Colleen M. Sharen, M. J. Feltham, Michelle Braecker
2017· article· en· Collected Essays on Learning and Teaching· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
3
citations
venueno affno abstractunlabeled
Self-Management Education
2009· article· en· Canadian Pharmacists Journal / Revue des Pharmaciens du Canada· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
venueno affno abstractunlabeled
A Strategy To Infuse a Global Perspective into Consumer Education.
Sue L. T. McGregor, Katherine Bourbonniere
2002· article· en· Canadian home economics journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Implementing “Marketing Me”
Andrew Flostrand, Jason Ho, Robert E. Krider
2016· article· en· Journal of Marketing Education· Business, Management and Accounting
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
2
citations
fundvenueno affunlabeled
Liberal vs. professional advertising education
Robin Spring, Alex Nesterenko
2018· article· en· Journal of Professional Communication· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
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How this was built: Screen · Findings · About