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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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Children's Rights and Participation
Retraction
Abstract
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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.

917 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.
917 works in the cohort · of 4,299,418page 11 of 19

Labels cover 2 of 917 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 917 of 917 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.

affno abstractunlabeled
Duo-ethnographic Methodology
Jacqueline Helen Kirk, Ayodeji Osiname
2023· book-chapter· en· Springer texts in education· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Children as researchers
Rachel Bosley
2013· article· en· Early Years Educator· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Phenomenology as a Voice of Childhood
Bárbara Weber
2020· article· en· Analytic teaching and philosophical praxis· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
General Principles
Ziba Vaghri, Roberta Ruggiero, Gerison Lansdown, Adem Arkadas-Thibert, Christian Whalen
2025· book-chapter· en· Children's well-being· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Children, Youth, and the City
Rachel Berman, Patrizia Albanese, Xiaobei Chen
2023· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Interview with Margaret Somerville
Margaret Somerville, Claudia Díaz-Díaz, Paulina Semenec
2020· book-chapter· en· Children: global posthumanist perspectives and materialist theories· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Learning Allowed
Sam Frankel, Caroline E. Whalley
2023· book· en· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Fostering Boys to Men
Jason S. McKinney
2019· article· en· Critical Social Work· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Introduction
Deanne Williams
2017· book-chapter· en· Cambridge University Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Concluding Remarks and Summary
Sonja C. Grover
2014· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
‘Green Direction’
Janet Loebach
2020· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affno abstractunlabeled
Depicting Canada's children
2012· article· en· Project Muse (Johns Hopkins University)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
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