Conception et mise en place des politiques relatives au contrôle des demandeurs d'asile : nouvelles stratégies canadiennes dans le contexte de la globalisation
Bibliographic record
Abstract
This thesis analyzes the influence of globalization on state sovereignty in the design and implementation of policies concerning asylum seekers. Using Canada as an example, it is argued that there are three emerging global forces that directly challenge the sovereignty of the state in matters of immigration. These forces are neoliberal and global security discourses and international refugee rights standards. But these forces have not led to a decline in the power of the state. Rather, they have forced the state to develop new strategies in order to reassert its sovereignty and regain its legitimacy. The state has responded to neoliberal and security pressures by designing, implementing and reinforcing control policies over asylum seekers. It has reacted to the international refugee rights norms and the demands of the refugee advocacy groups by developing strategies to integrate some of their principles without relinquishing its authority and autonomy.
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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 | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.008 | 0.032 |
| Scholarly communication | 0.014 | 0.006 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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".