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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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Intergenerational and Educational Inequality Studies
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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.

446 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.
446 works in the cohort · of 4,299,418page 6 of 9

Labels cover 0 of 446 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 446 of 446 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Education Transmission and Network Formation
Vincent Boucher, Carlo Del Bello, Fabrizio Panebianco, Thierry Verdier, Yves Zénou
2021· article· en· Journal of Labor Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Careers and Intergenerational Income Mobility
Catherine Haeck, Jean‐William Laliberté
2023· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Testing for Mobility Dominance
Yélé Maweki Batana, Jean‐Yves Duclos
2010· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
The Intergenerational Transmission of Employers
Miles Corak, Patrizio Piraino
2010· preprint· en· RePEc: Research Papers in Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Uncovering Gatsby Curves
Pier-André Bouchard St-Amant, Nicolas Marceau, Jean‐Denis Garon
2024· article· en· The Journal of Economic Inequality· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Intergenerational Effects of Recessions
Diana Alessandrini, Bharat Diwakar
2022· article· en· Review of Income and Wealth· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About