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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
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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 32 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Foreign Investor Visas: Policies and Issues
Chad C. Haddal
2008· article· en· University of North Texas Digital Library (University of North Texas)· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Transnationalism and parenthood in a new country
Lisa Merry, Nancy Edwards
2019· article· en· International Journal of Migration Health and Social Care· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
ITALIANS IN LONDON
Giuseppina Sacco
2013· article· en· European Scientific Journal ESJ· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
afffundno abstractunlabeled
Filipino Aging within Global North Diasporas: A Scoping Review
Ilyan Ferrer, Conely de Leon, Valerie Francisco Menchavez, Ella Bustamante Bawagan, E. R. Carlos, Lauren Migrino +1 more
2023· review· en· Journal of Cross-Cultural Gerontology· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
L'Afrique des générations
Nathalie Mondain, Alioune Diagne, Sara Randall
2012· book-chapter· fr· Collection Histoire africaine· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Selections Before the Selection
Feng Hou, Aneta Bonikowska
2018· article· en· International Migration Review· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Non-traditional Migration in South Asia
AKM Ahsan Ullah, Mallik Akram Hossain, Ahmed Shafiqul Huque
2023· book-chapter· en· IMISCOE research series· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About