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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
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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 42 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
Migration: Undocumented/Illegal
Joanna Hadjicostandi
2007· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
The significance of migration
Ninna Nyberg–Sørensen, Nicholas Van Hear, Poul Engberg–Pedersen
2002· book-chapter· pl· IOM migration research series· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Social Inclusion and Immigrant Older Adults
Hongmei Tong, Christine A. Walsh, Nathalie Bouchard, Daniel W. L. Lai
2021· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Imagining a Community of Immigrants
Joachim Baur
2008· book-chapter· en· Presses universitaires du Midi eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
The immigration attorneys
Kathrine E. Richardson
2017· other· en· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Elementary Migration Methods
Gary F. Margravé, Michael P. Lamoureux
2018· book-chapter· en· Cambridge University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Identity, Familia, and Belonging
Alicia K. Long, Denice Adkins
2025· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
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