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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
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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 16 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
Property and Organization Studies
Nicolas Bencherki, Alaric Bourgoin
2017· article· en· Organization Studies· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
17
citations
affaboutunlabeled
Leadership Discourse in Action
Cheryce L. Harrison, Lynne Young
2004· article· en· Journal of Business and Technical Communication· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
17
citations
venueno affunlabeled
Les études critiques en management
Jean‐François Chanlat
2013· article· fr· Communication· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
affno abstractunlabeled
Unequal Worlds: Management Education and Inequalities
Arun Kumar, Vivek Soundararajan, Hari Bapuji, Tine Köhler, Rafael Alcadipani, Mette Morsing +1 more
2024· article· en· Academy of Management Learning and Education· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Dramaturgy in the internet era
Lawrence T. Corrigan, Louis Beaubien
2013· article· en· Qualitative Research in Organizations and Management An International Journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
16
citations
affunlabeled
Contemplating Workplace Change
Malvina Klag, Karen J. Jansen, Mary Dean Lee
2014· article· en· The Journal of Applied Behavioral Science· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Emotion as soft power in organisations
Eeva Aromaa, Päivi Eriksson, Tero Montonen, Albert J. Mills
2020· article· en· Journal of Organizational Effectiveness People and Performance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
16
citations
venueno affunlabeled
Craft, Relational Aesthetics and Ethics of Care
Belinda MacGill
2019· article· en· Art/Research International A Transdisciplinary Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
fundno affunlabeled
Value-creating organizational leadership
Eldad Kollenscher, Micha Popper
2016· article· en· Journal of Management & Organization· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
16
citations
affunlabeled
Organizational constraints as root causes of role conflict
Marie‐Hélène Gilbert, Julie Dextras-Gauthier, Pierre‐Sébastien Fournier, André Côté, Isabelle Auclair, Mouna Knani
2019· article· en· Journal of Health Organization and Management· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
Leadership Research
Soosan D. Latham
2013· article· en· Journal of Management Inquiry· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
15
citations
aboutno affunlabeled
The making and sustaining of leaders in health care
Terry Boyle, Kieran Mervyn
2019· article· en· Journal of Health Organization and Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
15
citations
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