O Multiculturalismo Liberal de Kymlicka na Educação Canadense e o Contexto Brasileiro
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Resumo: Este artigo busca explorar as ideias de Will Kymlicka (1998; 2007; 2015) em torno de como o multiculturalismo liberal influenciou as respostas à diversidade no cenário educacional canadense e suas possíveis contribuições ao contexto brasileiro. Ao explorar alguns estudos de caso do Canadá envolvendo escolas de herança linguística com financiamento público e programas afrocêntricos, os autores procuram mostrar como o multiculturalismo liberal desloca os temas de debates educacionais de um foco sobre a prática particular de professores em sala de aula para uma reestruturação da política educacional para lidar com as necessidades únicas de diferentes grupos étnico-culturais na sociedade. Ao realizar conexões com os contextos educacionais brasileiros, o texto destaca alguns dos desafios únicos de introduzir políticas inspiradas no multiculturalismo liberal no Brasil.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.003 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it