Playing Border Politics with Urban Syrian Refugees
Bibliographic record
Abstract
The attempted military coup in Turkey on July 15, 2016 was also a time of rioting in Ankara’s Önder neighborhood, with many Syrian businesses vandalized. Attacks against Syrians have also occurred periodically in other Turkish cities. With over three million Syrians living in Turkey, such attacks are rare, and yet their occurrences are an example of the insecurities facing Syrians as a result of national, regional, and international border politics. This paper discusses the insecurities facing Syrians in urban centers in Turkey as a consequence of the ambiguous subject position that has been forced upon them as a result of border politics at the national level through Turkey’s temporary protection regime, and solidified at the regional level through the EU-Turkey deal. We argue that such border politics aim to strip Syrian refugees of their political subjectivity and ability to claim rights under the international refugee protection regime by reconstituting Syrians — and indeed the figure of the refugee — as objects of humanitarian assistance rather than political agents with rights.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.034 | 0.020 |
| Scholarly communication | 0.013 | 0.005 |
| Open science | 0.001 | 0.012 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.009 | 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".