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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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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 55 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
Effective Immigration Policy and Societal Transformation: The Benefits and Challenges of a Rapidly Growing Multicultural Population in Canada
Nathaniel Edwards
2024· article· en· ˜The œAsian Conference on the Arts, Humanities and Social Sciences Conference proceedings/Asian Conference on the Social Sciences official conference proceedings/Asian Conference on Arts & Humanities official conference proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Issue Information
2024· paratext· en· International Migration· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Economic Assimilation of Immigrants in Quebec
2024· dissertation· en· Spectrum Research Repository (Concordia University)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Mirage of Mobile Capital
Wei Cui
2023· article· en· SSRN Electronic Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Rejoinder to Baumel and Shapiro
Don Schweitzer
2003· article· en· Studies in Religion/Sciences Religieuses· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Essays on immigrant assimilation
2013· other· en· cIRcle (University of British Columbia)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Editorial
Howard Duncan
2016· editorial· es· International Migration· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Introduction
Virginie Baby‐Collin, Anna Perraudin
2016· article· fr· Amérique latine histoire et mémoire· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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