Political violence within army barracks: desertion and loss among exiled Zimbabwean soldiers in South Africa
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
While studies on soldiers who leave the army have focused on them as perpetrators of political violence in war and peace, little is known about the ways in which soldiers have been subjected to violence. This paper examines the ways in which Zimbabwe National Army deserters who are currently in exile in South Africa experienced politically inspired violence in the army barracks and the ways in which they mediate and reify it through the image of the “torn underwear.” The ‘torn underwear’ signifies the violence experienced in the army barracks but also represents its reification in their present exile condition and the ways in which it is embedded in the body psyche. In analysing the army barracks as a ‘total institution’ and as a ‘surveillance unit,’ the paper, respectively, situates itself in the discussions of Goffman and Foucault, drawing from life history interviews and conversations with deserters who live in exile in South Africa.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| 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