The Experiences of Muslim Girls with Curriculum/Schooling in Public Secondary Schools in Ontario, Canada
Bibliographic record
Abstract
This study examines the experiences of nine hijabi and non-hijabi Muslim girls from diverse backgrounds with curriculum/schooling in public secondary schools in Ontario. The study uses individual interviews and a focus group discussion to delve into how Muslim girls understand their educational experiences. The participants were independent, thoughtful, and conscientious students who were evolving as individuals through their curriculum/schooling experiences. School was a forum where they questioned themselves, discovered their interests, and made sense of their multiple identities. The differences between a participant’s home and school life varied, and each girl had a unique manner in dealing with the various ideological and practical conflicts. As Muslim girls, they were confronted with certain challenges in school; however, this did not detract from the overall positive aspects of their public schooling experiences. My participants felt respected and validated as individuals in their schools and optimistic regarding their futures as Muslim Canadian females.
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How this classification was reachedexpand
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".