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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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Journal of Management Development
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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.

73 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.
73 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 73 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 73 of 73 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Back to the future: revisiting Kotter's 1996 change model
Steven H. Appelbaum, Sally Habashy, Jean‐Luc Malo, Hisham Shafiq
2012· article· en· Journal of Management Development· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
357
citations
affunlabeled
Emotional intelligence
Thomas Sy, Stéphane Côté
2004· article· en· Journal of Management Development· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
170
citations
affaboutunlabeled
Adapting training for older employees
Marjorie Armstrong‐Stassen, Andrew J. Templer
2005· article· en· Journal of Management Development· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
118
citations
affunlabeled
Mindfulness and leadership flexibility
Louis Baron, Véronique Rouleau, Simon Grégoire, Charles Baron
2018· article· en· Journal of Management Development· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations
affunlabeled
Executive coaching
Louis Baron, Lucie Morin, Denis Morin
2011· article· en· Journal of Management Development· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations
affaboutunlabeled
Managing flexworkers: holding on and letting go
Julia Richardson
2010· article· en· Journal of Management Development· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
41
citations
affunlabeled
The big five in the USA and Japan
Chet Robie, Douglas J. Brown, Paul R. Bly
2005· article· en· Journal of Management Development· Psychology
distilled prediction:candidate · noneconsensus · none
38
citations
affunlabeled
Manager attention to multisource feedback
Gary J. Greguras, John M. Ford, Stéphane Brutus
2003· article· en· Journal of Management Development· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
27
citations
aboutno affunlabeled
Brain circulation to the UK?
William S. Harvey
2012· article· en· Journal of Management Development· Social Sciences
distilled prediction:candidate · noneconsensus · none
23
citations
affaboutunlabeled
Making a case for the case method in Turkey
Marina Apaydın
2008· article· en· Journal of Management Development· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Management development: hoax or hero?
E. Joy Mighty, William Ashton
2003· article· en· Journal of Management Development· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
13
citations
affunlabeled
Identifying high potentials early: case study
Igor Kotlyar
2018· article· en· Journal of Management Development· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
affunlabeled
Identity struggle, professional development and career
Amanda Peticca‐Harris, Steve McKenna
2013· article· en· Journal of Management Development· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations

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