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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 Pedagogy and Practices
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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.

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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.

440 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.
440 works in the cohort · of 4,299,418page 1 of 9

Labels cover 1 of 440 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 440 of 440 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Competências internacionais para orientadores educacionais e vocacionais
Elvira Repetto Talavera, Beatriz Malik Liévano, Nuria Manzano-Soto, Paula Ferrer-Sama, Bryan Hiebert
2004· article· pt· Revista Brasileira de Orientação Profissional· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
16
citations
affunlabeled
Educação Lúdica no Cenário do Ensino Superior
Luciana Hoppe, Adriane Maria Santos Kroeff
2014· article· pt· Veras· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
aboutno affunlabeled
Construindo a malha educativa: reflexões sobre políticas e descontinuidades na formação docente
Antônio Nacílio Sousa dos Santos, Jonas Bento de Godoi, Stênio Maia Estevam, Andrelize Schabo Ferreira de Assis, Tatiani Cristina de Santana Melo, Betânia Carlos da Silva Oliveira +6 more
2024· article· pt· Cuadernos de Educación y Desarrollo· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
13
citations
aboutno affunlabeled
“O avesso da educação”: a incorrigível lógica do neoliberalismo em ataque ao ensino público e seu impacto na educação
Antônio Nacílio Sousa dos Santos, Geilson de Arruda Reis, Douglas Luiz de Oliveira Moura, Gabriel dos Santos Kehler, Luciandro Tassio Ribeiro de Souza, Ana Carolina Peixoto Medeiros +10 more
2024· article· pt· OBSERVATÓRIO DE LA ECONOMÍA LATINOAMERICANA· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affunlabeled
“(Des)fabricando a educação”: entrelaçando saberes para transcender a visão utilitarista em direção a uma perspectiva humanitária da educação
Antônio Nacílio Sousa dos Santos, Geilson de Arruda Reis, Gabriel dos Santos Kehler, Liliane Afonso de Oliveira, Leonard Almeida de Moraes, Armando Julião Paruque +9 more
2024· article· pt· OBSERVATÓRIO DE LA ECONOMÍA LATINOAMERICANA· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
5
citations
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How this was built: Screen · Findings · About