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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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Youth Education and Societal Dynamics
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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.

821 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.
821 works in the cohort · of 4,299,418page 13 of 17

Labels cover 0 of 821 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 821 of 821 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.

fundno affunlabeled
'Young at Heart' Study 1
Amy N. Gourley, Alison L. Chasteen
2024· article· OSF Preprints (OSF Preprints)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Book Review: <i>Youth Unemployment and Job Precariousness: Political Participation in the Austerity Era</i> , by D. Cairns, N. de Almeida Alves, A. Alexandre, and A. Correia, <i>Youth Rising? The Politics of Youth in the Global Economy</i> , by M. Sukarieh and S. Tannock, and <i>The Future of Work: Super-Exploitation and Social Precariousness in the 21st Century</i> , by A. S. Valencia
Sara Carpenter
2017· article· en· Adult Education Quarterly· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Advances of the EC project FASTGRID
Pascal Tixador, M. Bauer, Christian-Éric Bruzek, A. Calleja, G. Deutscher, B. Dutoit +6 more
2018· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Youth as Moral Opportunity
Benjamin Ewing
2025· article· en· Legal Theory· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Women of Summer A Film Review
Jodene Melinda Mills
2000· review· en· New Horizons in Adult Education and Human Resource Development· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
YOUTH PERSPECTIVE: Reflections on Racism
Jasmine Montgomery-Reid
2020· article· en· First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Book Reviews/Revue de livres
2000· article· fr· The Forestry Chronicle· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Editors' introduction
Hu Fu, S. Matthew Weinberg
2019· article· en· ACM SIGecom Exchanges· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Caregiver or worker
Sandra Tam
2009· article· en· Young· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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