Courting Asylum: How Asylum Claimants in Greece are Using Judicial Power to Combat neo-Refoulement and the EU-Turkey Safe Third Country Agreement
Bibliographic record
Abstract
The international refugee regime is marked by a widening gap between the constitutional democratic values of countries in the global north and the practices employed by their state executives. While states have committed to the rights of refugees by joining the 1951 Refugee Convention, they have simultaneously subverted the rule of law in the name of security by instituting practices that externalize asylum: neo-refoulement. The purpose of this article is to examine the extent to which judicial power can be used to combat executive practices of neo-refoulement. This article considers asylum claims heard in the Greek appellate court system pertaining to the safe third country agreement between the European Union and Turkey. The article concludes that, under a system of coequal institutions, judicial power and case law harbour the potential for necessitating the consideration of all individual asylum cases effectively disarming practices of neo-refoulement.
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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 | 0.010 | 0.018 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.011 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.006 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".