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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
Retraction
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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
Richard A. Settersten, Frank F. Furstenberg, Rubén G. Rumbaut
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
Jason D. Edgerton, Lance W. Roberts, Susanne von Below
2011· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
117
citations
affunlabeled
The Transition to Adulthood: A Time Use Perspective
Anne H. Gauthier, Frank F. Furstenberg
2002· article· en· The Annals of the American Academy of Political and Social Science· Social Sciences
distilled prediction:candidate · stsconsensus · sts
108
citations
afffundaboutunlabeled
Becoming men: Gender, disability, and transitioning to adulthood
Barbara E. Gibson, Bhavnita Mistry, Brett Smith, Karen Yoshida, David Abbott, Sally Lindsay +1 more
2013· article· en· Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine· Social Sciences
distilled prediction:candidate · stsconsensus · none
97
citations
aboutno affunlabeled
Broadband Society and Generational Changes
Fausto Colombo, Leopoldina Fortunati
2011· book· en· Peter Lang D eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
86
citations
afffundaboutunlabeled
Feeling precarious: Millennial women and work
Nancy Worth
2015· article· en· Environment and Planning D Society and Space· Social Sciences
distilled prediction:candidate · noneconsensus · none
82
citations
affunlabeled
Challenging the skills fetish
Leesa Wheelahan, Gavin Moodie, James Doughney
2022· article· en· British Journal of Sociology of Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
78
citations
venueno affunlabeled
A model of military to civilian transition: Bourdieu in action
Linda Cooper, Nick Caddick, Lauren Godier‐McBard, Alex Cooper, Matt Fossey, Hilary Engward
2017· article· en· Journal of Military Veteran and Family Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
69
citations
aboutno affunlabeled
From risk to resilience
Kristiina Brunila
2012· article· en· Education Inquiry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
67
citations
affvenueno abstractunlabeled
No Time: Stress and the Crisis of Modern Life
Robert E. Babe
2006· article· en· Canadian Journal of Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
63
citations
affunlabeled
Critical Perspectives on Activity
Peter H. Sawchuk, Mohamed Elhammoumi, Newton Duarte
2006· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
60
citations
affno abstractunlabeled
Intergenerational learning through play
Lindsay Davis, Elizabeth Larkin, Stephen B. Graves
2002· article· en· International Journal of Early Childhood· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
43
citations
fundno affunlabeled
`Things are Getting Better all the Time'?
Christine Everingham, Deborah Stevenson, Penny Warner‐Smith
2007· article· en· Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
40
citations
affno abstractunlabeled
Radical Youth Work: Becoming Visible
Hans Skott–Myhre
2006· article· en· Child & Youth Care Forum· Social Sciences
distilled prediction:candidate · stsconsensus · none
35
citations
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