Conflicting perceptions of education in Canada: the perspectives of well-educated Muslim Uyghur immigrants
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
This paper discusses how some well-educated Muslim Uyghur immigrants position themselves in relation to the education systems in Canada. The findings reveal that, on the one hand, these immigrants view education in Canada as very empowering, reflecting the long existing discourse of Orientalism. Their special background as a deeply oppressed Muslim group in China seems to have only added to this position. On the other hand, they have started to see some disempowering aspects of Canadian education that have the potential to sabotage Uyghur identity and culture, while realizing the values and importance of their own community cultural wealth for maintaining and strengthening their collective identity. Put differently, their admiration is also accompanied by their resistance to the same knowledge systems, foregrounding their own religious and cultural wealth. Many of them defy the Euro-centric nationalism and secular liberalism, some manifesting their agency at a more political level.
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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 | 0.000 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it