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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
fundfunder
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 58 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
Italy: migration 1815 to present
Federica Bertagna and Marina Maccari‐Clayton
2013· other· en· The Encyclopedia of Global Human Migration· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Erasure Narrative 1
Momina Khan
2021· article· en· Cultural and Pedagogical Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Nordic region, from emigration to immigration
Johanna Leinonen
2013· other· en· The Encyclopedia of Global Human Migration· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Economic Migration, the Last Frontier
2022· article· en· Journal of Applied Business and Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Matching
2009· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Демографический дайджест
Илья Савельевич Кашницкий
2016· article· en· Демографическое обозрение· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
2011· article· en· Journal of Economic Literature· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Tender Labour by Jennifer E. Shaw
Lara El Mekaui
2025· article· en· Public· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
U.S. and Canada Immigration Periodization
Oleh Kozachuk
2017· article· en· Modern Historical and Political Issues· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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