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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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Homelessness and Social Issues
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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.

4,406 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.
4,406 works in the cohort · of 4,299,418page 10 of 89

Labels cover 16 of 4,406 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 4,406 of 4,406 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Intellectual disability and homelessness
Céline Mercier, Stéphane Picard
2011· article· en· Journal of Intellectual Disability Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · none
41
citations
affvenueunlabeled
Missing persons and social exclusion
Laura Christine Kiepal, Peter J. Carrington, Myrna Dawson
2012· article· en· The Canadian Journal of Sociology· Health Professions
distilled prediction:candidate · stsconsensus · none
40
citations
aboutno affunlabeled
Counselling Problem Drinkers
Robin Davidson, Stephen Rollnick, Ian MacEwan
2023· book· en· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
40
citations
afffundvenueno abstractunlabeled
The role of structural violence in family homelessness
Katrina Milaney, Stacy Lockerbie, Xiao Fang, Kaylee Ramage
2019· article· en· Canadian Journal of Public Health· Health Professions
distilled prediction:candidate · noneconsensus · none
39
citations
aboutno affunlabeled
Managing sex offender risk
Hazel Kemshall, Gill McIvor
2004· book· en· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
39
citations
affvenueaboutunlabeled
Familial Attendance at Indian Residential School and Subsequent Involvement in the Child Welfare System Among Indigenous Adults Born During the Sixties Scoop Era
Amy Bombay, Robyn J. McQuaid, Janelle Young, Vandna Sinha, Vanessa Currie, Hymie Anisman +1 more
2020· article· en· First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples· Health Professions
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
38
citations
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