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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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Migration and Labor 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.

3,525 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.
3,525 works in the cohort · of 4,299,418page 3 of 71

Labels cover 6 of 3,525 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 3,525 of 3,525 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Migration and welfare state spending
2015· article· en· European Political Science Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
85
citations
affaboutno abstractunlabeled
The economic causes and consequences of Canadian citizenship
2005· article· fr· Journal of International Migration and Integration / Revue de l integration et de la migration internationale· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
74
citations
affaboutunlabeled
Barriers and paths to success
2010· article· en· Journal of Managerial Psychology· Social Sciences
distilled prediction:candidate · noneconsensus · none
73
citations

How this was built: Screen · Findings · About