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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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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 37 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.

affunlabeled
Ethnic Media and Acculturation
Matthew D. Matsaganis, Daniel Ahadi
2017· other· en· The International Encyclopedia of Intercultural Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Developments in Australian Migration
David B. Smith, D. B. PAYNE, Mathew Horne, D. L. Claridge
2016· article· en· Canadian Studies in Population· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
Anatole Romaniuc: pioneer in African demography
Séraphin Ngondo a Pitshandenge, Ibrahima Lamine Diop, Daniel M. Sala-Diakanda, Jean Wakam
2003· article· en· Canadian Studies in Population· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Global Labor Migration: New Directions
Emine Fidan Elcioglu
2024· article· en· Contemporary Sociology A Journal of Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
South–South Migration: What is at Issue?
Abel Chikanda, Jonathan Crush, Sujata Ramachandran
2025· book-chapter· en· International perspectives on migration· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About