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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 1 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
On the Frontier of Adulthood
2005· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
593
citations
aboutno affunlabeled
Youth Moves
2008· book· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
134
citations
affno abstractunlabeled
Education and Quality of Life
2011· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
117
citations
affunlabeled
Challenging the skills fetish
2022· article· en· British Journal of Sociology of Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
78
citations
aboutno affunlabeled
From risk to resilience
2012· article· en· Education Inquiry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
67
citations
affunlabeled
Critical Perspectives on Activity
2006· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
60
citations
affno abstractunlabeled
Intergenerational learning through play
2002· article· en· International Journal of Early Childhood· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
affno abstractunlabeled
Radical Youth Work: Becoming Visible
2006· article· en· Child & Youth Care Forum· Social Sciences
distilled prediction:candidate · stsconsensus · none
35
citations
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How this was built: Screen · Findings · About