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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
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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 5 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
Labour mobility and labour market adjustment in the EU
Alfonso Arpaia, Áron Kiss, Balázs Pálvölgyi, Alessandro Turrini
2016· article· en· IZA Journal of Migration· Social Sciences
distilled prediction:candidate · noneconsensus · none
57
citations
aboutno affunlabeled
Marriage Migration in China
Delia Davin
2005· article· en· Indian Journal of Gender Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
53
citations
affno abstractunlabeled
Professional re-entry for foreign-trained immigrants
Hieu Van Ngo, David Este
2006· article· en· Journal of International Migration and Integration / Revue de l integration et de la migration internationale· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
53
citations
affaboutunlabeled
Nanay (Mother): a testimonial play
Caleb Johnston, Geraldine Pratt
2010· article· en· Cultural Geographies· Social Sciences
distilled prediction:candidate · noneconsensus · none
50
citations
affaboutunlabeled
Return and Onward Migration Among Working Age Men
Abdurrahman Aydemir, Chris Robinson
2006· article· en· Analytical Studies Branch Research Paper Series· Social Sciences
distilled prediction:candidate · stsconsensus · none
49
citations
affvenueaboutunlabeled
Canada's Immigration Trends and Patterns
Barry Edmonston
2016· article· en· Canadian Studies in Population· Social Sciences
distilled prediction:candidate · noneconsensus · none
49
citations
affaboutunlabeled
The Changing Colour of Poverty in Canada*
Abdolmohammad Kazemipur, Shiva S. Halli
2001· article· fr· Canadian Review of Sociology/Revue canadienne de sociologie· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations

How this was built: Screen · Findings · About