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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.

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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Gender, Labor, and Family 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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,528 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.
1,528 works in the cohort · of 4,299,418page 1 of 31

Labels cover 1 of 1,528 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 1,528 of 1,528 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Who Marries Whom and Why
2006· article· en· Journal of Political Economy· Social Sciences
distilled prediction:candidate · noneconsensus · none
612
citations
afffundno abstractunlabeled
Gender Equality and Long-Run Growth
2003· article· en· Journal of Economic Growth· Social Sciences
distilled prediction:candidate · noneconsensus · none
283
citations
affunlabeled
Gender Discrimination and Growth: Theory and Evidence from India
2004· article· en· London School of Economics and Political Science Research Online (London School of Economics and Political Science)· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
216
citations
aboutno affunlabeled
The Rug Rat Race
2009· report· en· National Bureau of Economic Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
204
citations
fundno affunlabeled
Trends and Determinants of Fertility Rates
2005· report· en· OECD social employment and migration working papers· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
189
citations
aboutno affunlabeled
Western Welfare in Decline
2002· book· en· University of Pennsylvania Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
182
citations
affunlabeled
Explaining gender segregation
2002· article· en· British Journal of Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
172
citations
venueaboutno affunlabeled
Sexual orientation, work, and income in Canada
2008· article· en· Canadian Journal of Economics/Revue canadienne d économique· Social Sciences
distilled prediction:candidate · noneconsensus · none
162
citations
affno abstractunlabeled
Suicide and property rights in India
2014· article· en· Journal of Development Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
126
citations

How this was built: Screen · Findings · About