Exploring initial school integration among Syrian refugee children
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
Abstract This paper explores the initial integration experiences of Syrian refugee children in schools in Canada. We conducted two focus groups with twelve Syrian refugee parents and three focus groups with eighteen children. Our research shows that Syrian refugee children experienced emotional barriers while struggling with their identity as Syrian “refugees.” Their low English proficiency, English only practice in classrooms and teachers’ low expectations further exacerbated the barriers to children's school integration. Syrian refugee children not only found it difficult to make friends with local students but were also subjected to constant bullying and racism that affected their sense of belonging and connection. Our research has both local and global implications, given a global increase in refugee student population. This paper makes an important contribution to the student voice theory by integrating the voices and concerns of Syrian refugee children trying to integrate into the Canadian school system.
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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 | 0.001 |
| 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it