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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 Organizational Studies
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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.

2,197 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.
2,197 works in the cohort · of 4,299,418page 9 of 44

Labels cover 7 of 2,197 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 2,197 of 2,197 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
How I Write
Charlotte Cloutier
2015· article· en· Journal of Management Inquiry· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
52
citations
affunlabeled
Commentary: Beyond Morgan’s eight metaphors
Gareth Morgan
2016· article· en· Human Relations· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations
affunlabeled
Bringing the Manager Back Into Management Scholarship
Herman Aguinis, David B. Audretsch, Caroline Flammer, Klaus E. Meyer, Mike W. Peng, David J. Teece
2022· article· en· Journal of Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
affunlabeled
Rethinking Leadership in Public Organizations
Jean‐Louis Denis, Ann Langley, Linda Rouleau
2009· book-chapter· en· Oxford University Press eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
fundno affunlabeled
Leading aesthetically in uncertain times
Ralph Bathurst, Brad Jackson, Matt Statler
2010· article· en· Leadership· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
50
citations
affunlabeled
Developing the artist-leader
Jenny Woodward, Colin Funk
2010· article· en· Leadership· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
49
citations
affunlabeled
Corralling Organizational Institutionalism
Sean Buchanan
2020· article· en· Journal of Management Inquiry· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations
affunlabeled
Using review articles to address societal grand challenges
Sven Kunisch, Dodo zu Knyphausen‐Aufseß, Hari Bapuji, Herman Aguinis, Pratima Bansal, Anne S. Tsui +1 more
2023· article· en· International Journal of Management Reviews· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
46
citations
affunlabeled
How Communication Institutionalizes: A Response to Lammers
Roy Suddaby
2010· article· en· Management Communication Quarterly· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
46
citations
affunlabeled
Guest Editors' Introduction
Mary O’Sullivan, Margaret B. W. Graham
2010· article· en· Journal of Management Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
45
citations
affaboutunlabeled
Policing Criminological Knowledge
Joane Martel
2004· article· en· Theoretical Criminology· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
45
citations
venueno affunlabeled
Narratives of irony and failure in ethnographic work
Dariusz Jemielniak, Monika Kostera
2010· article· en· Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
45
citations
affunlabeled
Using Knowledge in Management Studies
Karen Golden‐Biddle, Karen Locke, Trish Reay
2006· article· en· Journal of Management Inquiry· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
45
citations
aboutno affunlabeled
Anthropologists in/of the neoliberal academy
Tracey Heatherington, Filippo M. Zerilli
2016· article· en· ANUAC.· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
45
citations
affunlabeled
When marketing models clash with democracy
Neil Collins, Patrick Butler
2003· article· en· Journal of Public Affairs· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
affunlabeled
“Zooming With”
Michael Jarrett, Feng Liu
2016· article· en· Organizational Research Methods· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
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