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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 7 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.

aboutno affunlabeled
Análise do ensino médio em países desenvolvidos
Márcio Gabriel Pereira de Campos, Flávia Aparecida Reitz Cardoso, Rafael Liberato Roberto, Thais Zorawski
2021· article· pt· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
AS PRÁTICAS ESCOLARES FRENTE ÀS DESIGUALDADES
Dulce Batista Chaves Buzeli, Aedh M. Alhassan, Gersileide Paulino de Aguiar Vilela, Jade Beatriz Alves da Silva
2025· article· pt· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Resenha - Marise Soares Diniz
Marise Soares Diniz
2006· article· pt· Revista Profissão Docente· 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
vortex-exoplanet/VIP: VIP v1.6.1
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
William Pinar Entrevista
Alice Casimiro Lopes, William F. Pinar, Elizabeth Macedo, Antônio Carlos Rodrigues de Amorim, Inês Barbosa de Oliveira, Nilda Alves
2010· article· pt· Revista TEIAS· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
A Escola e a Ética da Diferença
Fernando José de Almeida
2016· article· pt· INFOR Information Systems and Operational Research· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Occurrence Download
2023· dataset· en· Global Biodiversity Information Facility· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
A indisciplina e a atuação do gestor escolar
Marli Cristina Naitzel
2019· article· pt· Revista Científica Multidisciplinar Núcleo do Conhecimento· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
10.51847/KaM7J1kUlp
2000· article· en· Time to knit· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Occurrence Download
2022· dataset· en· Global Biodiversity Information Facility· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · 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
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
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How this was built: Screen · Findings · About