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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 14 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.

aboutno affunlabeled
Bordering on Control
Philip Martin
2003· book· pl· IOM migration research series· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
18
citations
afffundaboutno abstractunlabeled
Economic impacts of immigrants in the Toronto CMA: A tax-benefit analysis
Shuguang Wang, Lucia Lo
2000· article· fr· Journal of International Migration and Integration / Revue de l integration et de la migration internationale· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
afffundunlabeled
Affirmative Action and Precollege Human Capital
Mitra Akhtari, Natalie Bau, Jean‐William Laliberté
2023· article· en· American Economic Journal Applied Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affvenueunlabeled
Globalization, Migration and Development
John Samuel, Susan George
2002· article· en· Canadian Studies in Population· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
venueaboutno affunlabeled
Explaining Canada's r egional Migration Patterns
David Amirault, Daniel de Munnik, Sarah Miller
2013· article· en· Bank of Canada review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affaboutunlabeled
Academic Migration at the Canada–US Border
Rémy Tremblay, Susan W. Hardwick, Jamie O’Neill
2014· article· en· The American Review of Canadian Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Highly Skilled Migration: Concept and Definitions
Agnieszka Weinar, Amanda Klekowski von Koppenfels
2020· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
aboutno affno abstractunlabeled
Perspectives on Migration Theory – Economics
Michael J. Greenwood
2015· book-chapter· en· International handbooks of population· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Migration, Culture and Identity
Yasmine Shamma, Suzan Ilcan, Vicki Squire, Helen Underhill
2022· book· en· Politics of citizenship and migration· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations

How this was built: Screen · Findings · About