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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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Poverty, Education, and Child Welfare
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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.

1,078 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.
1,078 works in the cohort · of 4,299,418page 4 of 22

Labels cover 3 of 1,078 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 1,078 of 1,078 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Can We Predict Vulnerability to Poverty
Yuan Zhang, Guanghua Wan
2008· preprint· en· Econstor (Econstor)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
21
citations
aboutno affunlabeled
Children's Rights and Education: International Perspectives
Laura Lundy, Beth Blue Swadener, Janette Habashi, Natasha Blanchet Cohen
2013· book· en· Research Portal (Queen's University Belfast)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
21
citations
aboutno affunlabeled
Theories of Human Development
David Capuzzi, Mark D. Stauffer, Tammie O'Neil
2016· other· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affunlabeled
Coping strategies of HIV-affected households in Ghana
Amos Laar, Adom Manu, Matilda E. Laar, Angela El-Adas, Richard Amenyah, Kyeremeh Atuahene +3 more
2015· article· en· BMC Public Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Income Contributions of Child Work in Rural Ethiopia
John Cockburn
2002· preprint· en· Oxford University Research Archive (ORA) (University of Oxford)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
19
citations
affno abstractunlabeled
The HIV and urban food security nexus in Africa
Jonathan Crush, Scott Drimie, Bruce Frayne, Mary Caesar
2011· article· en· Food Security· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations
aboutno affunlabeled
Do workfare participants recover quickly from retrenchment
Martin Ravallion, Emanuela Galasso, Teodoro Lazo, Ernesto Philipp
2001· preprint· en· RePEc: Research Papers in Economics· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
17
citations

How this was built: Screen · Findings · About