Resettlement vs. spontaneous applications: Canadians’ attitudes to asylum policy in a comparative perspective
Bibliographic record
Abstract
Abstract Increasing irregular crossings into Canada have put the asylum issue at the forefront of the political debate. This article explores Canadian citizens’ attitudes toward two distinct asylum policies: the long-established resettlement policy endorsed by the federal government, and spontaneous applications, which have sparked public debate over the past seven years. Analyzing original survey data from 2021, I show that a majority of Canadians support asylum policies, irrespective of type. Delving into opposition to these policies, I identify welfare chauvinism as the primary factor, although attitudes to international collaboration on refugee matters and to the United Nations also correlate with policy preferences. A comparative analysis of attitudes in Canada, the USA, the UK, and the Netherlands reveals similar influences on asylum policy preferences. By shifting the focus from attitudes to refugees to attitudes to asylum policy, this study provides novel evidence of an important dimension of Canadians’ attitudes toward refugee-related matters.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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 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".