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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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Gender Diversity and Inequality
Retraction
Abstract
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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 34 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. 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.

aboutno affunlabeled
List of Contributors
2016· other· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Transitions
Margaret‐Ann Armour, Dorothy R. Tovell
2015· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Nexus of Policy, Practice, and Payment1
Leona M. English, Catherine Irving
2015· book-chapter· en· SensePublishers eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
No Longer Silent: Racialized Academic Women Speak Out!
Sandra Dixon, Cecille DePass, Towani Duchscher, Apooyak'ii Tiffany Hind Bull – Prete
2025· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · metaresearch+stsconsensus · none
0
citations
aboutno affunlabeled
Racial Diversity in Publicly Traded Companies
Jeffrey Thompson, Richard C. Thompson
2021· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Index
2019· paratext· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Racial Diversity in Publicly Traded Companies
Jeffrey Thompson, Richard C. Thompson
2020· article· en· International Journal of Sustainable Entrepreneurship and Corporate Social Responsibility· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Gender and sexuality in knowledge organization systems
Leonardo Borges Rodrigues Chagas, María Aparecida Moura
2024· article· en· Canadian Journal of Information and Library Science· Social Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
DIVERSITY HOTSPOTS AND SOCIAL INTEGRATION: AN OVERVIEW
Clement Wells, Johnson McDone
2017· article· en· Canadian Journal of Applied Science and Technology - Canadian Journal of Applied Science and Technology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Work
Richard A. Young, Sheila K. Marshall, Ladislav Valach, José F. Domene, Matthew D. Graham, Anat Zaidman‐Zait
2010· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
In association with:
2015· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Overcoming Women's Obstacles
2016· other· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About