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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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Education and Public Policy
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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
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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.

201 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.
201 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 201 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 201 of 201 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.

venueno affunlabeled
Distance Education and the Open University of Brazil
Welinton Baxto, Rosana Amaro, João Mattar
2019· article· en· The International Review of Research in Open and Distributed Learning· Social Sciences
machine prediction:candidate · noneconsensus · none
14
citations
fundno affunlabeled
ANÁLISE BIBLIOMÉTRICA SOBRE POLÍTICAS PÚBLICAS
Fábio Freitas da Silva, Geísa Pereira Marcilio Nogueira, Ítalo de Oliveira Matias, Ludmila Gonçalves da Matta, Aldo Shimoya
2019· article· pt· Revista de Políticas Públicas· Social Sciences
machine prediction:candidate · bibliometricsconsensus · none
8
citations
venueno affunlabeled
Public Security and Policy Networks in Brazil
Arthur Trindade M. Costa
2018· article· en· International Journal of Criminology and Sociology· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Universidades emergentes no Brasil
Rafael Arenhaldt, María Elly Herz Genro, Jaime José Zitkoski, Elizabeth Diefenthaeler Krahe, Lúcio Jorge Hammes, Nádia Fátima dos Santos Bucco +10 more
2022· article· pt· Praxis Pedagógica· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Science without Borders – An alternative framework for evaluation
Simone Sarmento, Elisa Maria Costa Pereira de S. Thiago, Vanessa Andreotti
2016· article· en· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Social Sciences
machine prediction:candidate · metaresearchconsensus · metaresearch
2
citations
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