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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 4 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. 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.

affunlabeled
MEMORIAL DE FORMAÇÃO
Luiz Otávio Ebendinger Martins
2024· book-chapter· pt· EPITAYA eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
MEMORIAL DE FORMAÇÃO
Carmen Lúcia Crespo Pinto
2024· book-chapter· pt· EPITAYA eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
TRABALHO DOCENTE E IDENTIDADES PROFISSIONAIS
Sâmara Carla Lopes Guerra de Araújo
2012· other· pt· Americanae (AECID Library)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
title.alternative
Asenate Rodrigues e Silva
2023· dissertation· pt· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
PEGADA NAS ESCOLAS
Juliana Ramos Fernandes, Juliana Corrêa da Costa, Nathália Passos de Menezes, Beany Guimarães Monteiro
2021· article· pt· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Trend 1997 - 2005. Statistics Canada. CANSIM: Culture and Leisure - Trade in Culture Goods and Services | Country: Canada | Table: Movie theatres and drive-ins, by summary characteristics | Variable: Profit margin as a percent of total revenue, Drive-ins | Units: , 1997-2005. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-055.
2015· other· en· Data Planet· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Atas do I Encontro de Mestrados em Educação da ESELx
Susana Pereira, Margarida Rodrigues, Carlos Eduardo Santos Pires, António Almeida
2013· book· pt· Repositório Científico do Instituto Politécnico de Lisboa (Instituto Politécnico de Lisboa)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
UM OUTRO OLHAR SOBRE A EDUCAÇÃO INFANTIL
Carla dos Santos Morais, Rossatia Byanca Curado de Siqueira, Rosilaine Martins Ferreira, Rosivania Martins Ferreira Costa
2022· article· pt· Revista Ibero-Americana de Humanidades, Ciências e Educação· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
EDUCAÇÃO DO FUTURO OU FUTURO DA EDUCAÇÃO?
Rogério Gonçalves de Freitas, Higson Rodrigues Coelho
2022· article· pt· Educação em Foco· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About