Indochinese Refugees In Canada: Resettlement Experiences of the Cambodian and Vietnamese Refugees in Toronto
Bibliographic record
Abstract
Massive resettlement of Cambodian and Vietnamese refugees in Canada started in the late 1970s, following military and political upheaval in Indochina. The Immigration policy Act of 1976 made it easier for the Indochinese refugees to enter the country. Almost four decades after the first arrivals of Indochinese refugees to Canada under unique circumstances, their settlement experiences are poorly understood. Here, I address this shortcoming through a comparative analysis of settlement experiences of the Cambodian and Vietnamese refugees in Canada, particularly probing their “sense of belonging” to the country. In order to evaluate the sense of belonging of the Indochinese refugees, I conducted interviews with 10 participants from each of the two communities. Findings from the interviews indicated highly significant correlations between language proficiency, ethnic segregation, general life satisfaction and the Sense of belonging index. The Vietnamese refugees had a higher sense of belonging to Canada than their Cambodian counterparts.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.026 | 0.005 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".