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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.

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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
Retraction
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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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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 56 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
Bibliographie
Cédric Audebert
2012· book-chapter· fr· Presses universitaires de Rennes eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
The Greek Diaspora and Greek Emigration
Andonis Piperoglou, Sakis Gekas, Στράτος Ν. Δορδανάς, Alexander Kitroeff
2025· reference-entry· en· Oxford University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial
Mulugeta F. Dinbabo
2022· editorial· en· AFRICAN HUMAN MOBILITY REVIEW· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Selection of Qualified Foreign Workers
Marie Wichterlová
2010· dissertation· cs· Digital Repository (National Repository of Grey Literature)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Migrant Labor
Michelle Buckley
2017· other· en· International Encyclopedia of Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Book Review: Gender, Migration, and the Media
Peruvemba S. Jaya
2015· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Domestic Workers
Rachel Silvey
2017· other· en· International Encyclopedia of Geography· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Educating the Second Generation
Richard Alba, Nancy Foner
2015· book-chapter· en· Princeton University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Immigration and the City
Nikki Melanie Eller
2018· article· en· Canadian Studies in Population· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Who Are the Immigrants?
Richard Alba, Nancy Foner
2015· book-chapter· en· Princeton University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Filling a Critical Gap: Refuge at 40
Jennifer Hyndman
2023· article· en· Refuge Canada s Journal on Refuge· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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