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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 6 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
Cross-border Movements of People
Deepak Nayyar
2002· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
47
citations
fundno affno abstractunlabeled
Migration, unemployment and discrimination
Tobias Müller
2003· article· en· European Economic Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
45
citations
affvenueunlabeled
An introduction to the economics of immigration in OECD countries
Anthony Edo, Lionel Ragot, Hillel Rapoport, Sulin Sardoschau, Andreas Steinmayr, Arthur Sweetman
2020· article· en· Canadian Journal of Economics/Revue canadienne d économique· Social Sciences
distilled prediction:candidate · noneconsensus · none
43
citations
affvenueaboutunlabeled
Income Growth of New Immigrants in Canada
Rupa Banerjee
2009· article· en· Relations industrielles· Social Sciences
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Understanding Irregularity
Anna Triandafyllidou, Laura Bartolini
2020· book-chapter· en· IMISCOE research series· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
affaboutno abstractunlabeled
Immigrants and Precarious Work in Canada: Trends, 2006–2012
Parvinder Hira-Friesen
2017· article· en· Journal of International Migration and Integration / Revue de l integration et de la migration internationale· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
41
citations
fundno affunlabeled
Patterned remittances enhance women's health-related autonomy
Sharon H. Green, Charlotte Wang, Swethaa Ballakrishnen, Hannah Brueckner, Peter Bearman
2019· article· en· SSM - Population Health· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations

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