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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
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
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
Evidence
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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 1 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.

affunlabeled
The case for case studies in management research
Eric Patton, Steven H. Appelbaum
2003· article· en· Management Research News· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
417
citations
affaboutunlabeled
The Future of Marketing Education
David Finch, John Nadeau, Norm O’Reilly
2012· article· en· Journal of Marketing Education· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
170
citations
affno abstractunlabeled
Institutional image and retention
Charles H. Bélanger, Joan Mount, M. Wilson
2002· article· en· Tertiary Education and Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
122
citations
affunlabeled
Placing a Hand in the Fire
Nathaniel Payne, Colin Campbell, Anjali Bal, Niall Piercy
2011· article· en· Journal of Marketing Education· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
63
citations
affunlabeled
Connecting in Megaclasses: The Netnographic Advantage
Norm O’Reilly, Ryan Rahinel, Mary K. Foster, Mark Patterson
2007· article· en· Journal of Marketing Education· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Engaging Students With Social Media
Anjali Bal, Dhruv Grewal, Adam J. Mills, Gary Ottley
2015· article· en· Journal of Marketing Education· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
52
citations
affunlabeled
Reflection in Strategic Management Education
Sylvie Albert, Maurice Grzeda
2014· article· en· Organizational Behavior Teaching Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
46
citations
aboutno affunlabeled
Using block courses for teaching logistics
David Grant
2001· article· en· International Journal of Physical Distribution & Logistics Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Macromarketing Pedagogy: Empowering Students to Achieve a Sustainable World
Stanley J. Shapiro, Stefanie Beninger, Christine Domegan, Alexander Reppel, Julie V. Stanton, Forrest Watson
2020· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
42
citations
affunlabeled
Experiential Learning Projects
Scott K. Radford, David M. Hunt, Deborah Andrus
2015· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Teaching Qualitative Methods in Management Classrooms —
Karen Harlos, Mary Mallon, Ralph Stablein, Campbell Jones
2003· article· en· Organizational Behavior Teaching Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
30
citations
affunlabeled
A Fleeting Glory
Danny Miller, Xiaowei Xu
2015· article· en· Journal of Management Inquiry· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Ideological maps of consumer education
Sue L. T. McGregor
2008· article· en· International Journal of Consumer Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Teaching and Learning Using Evidence-Based Principles
Jodi S. Goodman, James OʼBrien
2012· book-chapter· en· Oxford University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
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