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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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Gender Diversity and Inequality
Retraction
Abstract
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Study design
Label agreement
Label status

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.

1,770 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.
1,770 works in the cohort · of 4,299,418page 7 of 36

Labels cover 4 of 1,770 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 1,770 of 1,770 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Leadership styles and gender: An extension
Parbudyal Singh, Abbas Nadim, Souha R. Ezzedeen
2012· article· en· Journal of Leadership Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
31
citations
affaboutunlabeled
Successful women of the Americas: the same or different?
Jo Ann Duffy, Suzy Fox, Betty Jane Punnett, Ann Gregory, Terri R. Lituchy, Silvia Inés Monserrat +3 more
2006· article· en· Management Research News· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affunlabeled
Perceptions of team performance
Leonard Karakowsky, Kenneth McBey, You‐Ta Chuang
2004· article· en· Journal of Managerial Psychology· Social Sciences
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Cadres&nbsp: la grande rupture
Jacqueline Laufer, Annie Fouquet
2001· book-chapter· fr· La Découverte eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
29
citations
affunlabeled
Prolegomena to a caring bureaucracy
Sophie Bourgault
2016· article· en· European Journal of Women s Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Preparing leaders for the multi-generational workforce
Rocky J. Dwyer, Ana Azevedo
2016· article· en· Journal of Enterprising Communities People and Places in the Global Economy· Social Sciences
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Letting go while holding on
Hope‐Arlene Fennell
2002· article· en· Journal of Educational Administration· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
aboutno affunlabeled
Affirmative Action Initiatives Around the World
Laura Jenkins, Michele S. Moses
2014· article· en· International Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
aboutno affno abstractunlabeled
The gender gap among top business executives
Wolfgang Keller, Teresa Molina, William W. Olney
2023· article· en· Journal of Economic Behavior & Organization· Social Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
affaboutunlabeled
Pro‐diversity practices and perceived insider status
Sylvie Guerrero, J. P. Sylvestre, Doïna Muresanu
2013· article· en· Cross Cultural Management An International Journal· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
27
citations
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