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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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Income, Poverty, and Inequality
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Abstract
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Label agreement
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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.

1,141 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.
1,141 works in the cohort · of 4,299,418page 2 of 23

Labels cover 1 of 1,141 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 1,141 of 1,141 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Reference groups and individual deprivation
Walter Bossert, Conchita D’Ambrosio
2006· article· en· Economics Letters· Social Sciences
distilled prediction:candidate · noneconsensus · none
69
citations
venueno affunlabeled
National patterns of income and wealth inequality
Nora Skopek, Sandra Buchholz, Hans-Peter Blossfeld
2014· article· en· International Journal of Comparative Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
69
citations
affno abstractunlabeled
Social Indicators Research
Alex C. Michalos
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
65
citations
fundno affunlabeled
Designing the Inequality-Adjusted Human Development Index (HDI)
Sabina Alkire, James Foster
2010· preprint· en· Oxford University Research Archive (ORA) (University of Oxford)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrityconsensus · sts
64
citations
affvenueaboutunlabeled
Family income and child outcomes in Canada
Martin Dooley, Jennifer M. Stewart
2004· article· en· Canadian Journal of Economics/Revue canadienne d économique· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
60
citations
venueno affunlabeled
Remapping Inequality in Europe
Jason Beckfield
2009· article· en· International Journal of Comparative Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
58
citations
affunlabeled
The Geography of Gender Inequality
Brendan Fisher, Robin Naidoo
2016· article· en· PLoS ONE· Social Sciences
distilled prediction:candidate · noneconsensus · none
56
citations
affunlabeled
The Idea of Antipoverty Policy
Martin Ravallion
2013· report· en· National Bureau of Economic Research· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
54
citations
fundno affunlabeled
Multidimensional Poverty and Material Deprivation
Walter Bossert, Satya R. Chakravarty, Conchita D’Ambrosio
2009· article· en· Papyrus : Institutional Repository (Université de Montréal)· Social Sciences
distilled prediction:candidate · stsconsensus · none
54
citations
affno abstractunlabeled
Testing for Restricted Stochastic Dominance
Russell Davidson, Jean‐Yves Duclos
2006· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
The Asymptotic Distribution of the S–Gini Index
Ričardas Zitikis, Joseph L. Gastwirth
2002· article· en· Australian & New Zealand Journal of Statistics· Social Sciences
distilled prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
Hybrid models of the Lorenz curve
Tomson Ogwang, U. L. Gouranga Rao
2000· article· en· Economics Letters· Social Sciences
distilled prediction:candidate · noneconsensus · none
43
citations
affunlabeled
A PORTRAIT OF CHILD POVERTY IN GERMANY
Miles Corak, Michael Fertig, Marcus Tamm
2008· article· en· Review of Income and Wealth· Social Sciences
distilled prediction:candidate · noneconsensus · none
43
citations
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