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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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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
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 8 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
Concluding Thoughts
David R. Hannah, Ana María Peredo
2011· article· en· Journal of Management Inquiry· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Online MBA Student Visits Campus for Graduation
2016· article· en· UND Scholarly Commons (University of North Dakota)· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
Caffeinate a resident: Brewing career connections
Sarah Moussa, Nehal Islam, Angana Datta
2025· article· en· Medical Education· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Annexe 1
Jean–Pierre Béchard
2016· book-chapter· fr· Presses de l’Université de Montréal eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
What is Promotion
Fabrizio Di Muro
2021· article· en· Cascade Journal of Knowledge· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Zoom Communication Inc.: keeping the good times going?
Alireza Ahmadsimab, Mahdi Tajeddin, Russell Fralich
2023· article· en· The CASE Journal· Business, Management and Accounting
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
AACSB Accreditation – Fraud or Incompetence?
Cam Caldwell, Verl Anderson
2025· article· en· Business and Management Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Erratum
2016· erratum· en· Foundations of Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Macromarketing Pedagogy at the 2024 Conference
Julie V. Stanton, Stanley J. Shapiro
2024· article· en· Journal of Macromarketing· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
An Overview of the Promotion Mix
Fabrizio Di Muro
2021· article· en· Cascade Journal of Knowledge· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Marketing Journal Rankings: Active Scholar Assessment
Russell R. Currie, Gurupdesh S. Pandher, Peter Voyer
2023· article· en· Review of Marketing Science· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · metaresearch
0
citations
affunlabeled
Discussion Questions for the Case Studies
Amy Scott Metcalfe
2006· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Evolution of Admissions and Recruiting
Murray Bryant, Mary Claire Mahaney, John-Derek Clarke
2019· book-chapter· en· Advances in educational marketing, administration, and leadership book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Profiles in Leadership: Indigenizing the Academy
William Lindsay
2016· article· en· SFU Educational Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueaboutunlabeled
Pino's Pizza: An Instructional Case<sup>*</sup>
Staci Kenno, Barbara Sainty
2024· article· en· Accounting Perspectives· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Conclusion: Marketing Education and the Future
Robert D. Tamilia, O. C. Ferrell, Karen Hopkins
2020· book-chapter· en· SpringerBriefs in business· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About