Opening the blackbox of air deportation: The case of Switzerland's “Action Black Autumn”
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In 1985, in an operation Swiss authorities termed “Action Black Autumn,” a group of (mainly) Zaïrean migrants were deported to Zaïre on Switzerland's first documented deportation charter flight. What later would become a routinised practice was at that point still experimental and encountered significant resistance. Based on primary sources, this article looks at expulsion beyond law and policy by focusing on the development of what we call deportation infrastructure. This move allows for a fuller appreciation of the material systems that mediate coercive mobility and shape struggles. The article especially zooms in on questions of violence, resistance and visibility. By engaging the case from these different angles, we will demonstrate that a perspective of infrastructure offers new insights about deportation as a practice.
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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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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