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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.

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 5 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.

aboutno affunlabeled
From Youth to Adult Homelessness
Guy Johnson, Chris Chamberlain
2008· article· en· Australian Journal of Social Issues· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
78
citations
affvenueaboutunlabeled
Immigrants and homelessness—at risk in Canada's outer suburbs
Valerie Preston, Robert A. Murdie, Jane Wedlock, Sandeep Agrawal, Uzo Anucha, Silvia D’Addario +3 more
2009· article· en· Canadian Geographies / Géographies canadiennes· Health Professions
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
68
citations
aboutno affunlabeled
Homelessness is a healthcare issue
Nigel Hewett, Aidan Halligan
2010· editorial· en· Journal of the Royal Society of Medicine· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
68
citations

How this was built: Screen · Findings · About