DISCURSO DE JOVENS PROVENIENTES DE GRUPOS MINORITÁRIOS SOBRE AS DESIGUALDADES ESCOLARES NO QUEBEC
Bibliographic record
Abstract
No Canadá, apesar da massificação do ensino superior, as desigualdades de permanência persistem. No Quebec, pesquisas permitiram identificar as regiões de origem dos jovens para quem a taxa de abandono no ensino médio e no ensino superior é mais elevada, entre outros o Caribe e as Américas Central e do Sul. Neste estudo qualitativo, foi realizada uma análise indutiva e retrospectiva das histórias de vida de 24 jovens que frequentavam o ensino superior em Montreal, cujos pais nasceram no Caribe ou na América Latina. Nossa análise crítica revela os efeitos desiguais percebidos da ação escolar e do meio em suas experiências. Em conclusão, algumas possibilidades de reflexão são evocadas para sistematicamente desenvolver práticas de equidade.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.007 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".