Canada’s Implementation of the UN Global Compacts on Migration and Refugees: Advancing Foreign Policy Objectives and the <i>Status Quo</i>?
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Canada has been a strong supporter of the 2018 United Nations Global Compacts (GCs) on Migration and Refugees. This article examines Canada’s reception and implementation of the GCs in the policy domains of refugee resettlement, complementary protection pathways, gender equality, and migration governance capacity building. It draws on the analytical framework of “migration diplomacy” to argue that Canada’s efforts to carry out the GC objectives in these areas are primarily motivated by foreign policy considerations, including those with significant domestic implications, rather than efforts to ensure domestic alignment with the GC principles enhancing migrants’ rights and freedoms. By supporting the GCs, Canada has positioned itself as a global leader in migration management. Migration diplomacy has also legitimised the implementation by Canada of exclusionary refugee policies.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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 it