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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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Organizational Downsizing and Restructuring
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.

184 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.
184 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 184 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 184 of 184 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Balanced Workplace Flexibility: Avoiding the Traps
Ellen Ernst Kossek, Rebecca J. Thompson, Brenda A. Lautsch
2015· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
104
citations
affunlabeled
Downsizing outcomes: Better a victim than a survivor?
Kay Devine, Trish Reay, Linda Stainton, Ruth Collins‐Nakai
2003· article· en· Human Resource Management· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
103
citations
aboutno affunlabeled
Absenteeism Problems And Costs: Causes, Effects And Cures
Mehmet C. Kocakülâh, Ann Galligan Kelley, Krystal M. Mitchell, Margaret Ruggieri
2016· article· en· International Business & Economics Research Journal (IBER)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
68
citations
affunlabeled
Commitment in a changing world of work.
John P. Meyer
2012· book-chapter· en· Routledge eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
68
citations
aboutno affunlabeled
The impact of corporate memory loss
Denis Lahaie
2005· article· en· Leadership in Health Services· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
60
citations
venueaboutno affunlabeled
The Impact of Layoff Announcements on Shareholders
Nancy D. Ursel, Marjorie Armstrong‐Stassen
2005· article· en· Relations industrielles· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
42
citations
venueno affunlabeled
Dual-Career Couples: The Juggling Act.
Roberta A. Neault, Deirdre A. Pickerell
2005· article· en· Canadian Journal of Counselling and Psychotherapy· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Job Transfer during Organizational Downsizing
Marjorie Armstrong‐Stassen
2003· article· en· Group & Organization Management· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
21
citations
affaboutunlabeled
So Into It They Forget What Time It Is?
Marie‐Josée Legault, Kathleen Ouellet
2012· book-chapter· en· IGI Global eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Communication during downsizing of a telecommunications company
Steven H. Appelbaum, Rui M Lopes, Lynda Audet, Anthony Steed, Marlene Jacob, Thomas Augustinas +1 more
2003· article· en· Corporate Communications An International Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
16
citations
aboutno affunlabeled
How does downsizing come about?
Wayne F. Cascio
2012· book-chapter· en· Cambridge University Press eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
15
citations

How this was built: Screen · Findings · About