Mastering “Irrational” Violence: The Relegitimization of French Security Policy in Sub-Saharan 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
The global context of the 1990s imposed constraints on French security policy in sub-Saharan Africa, but it has also offered new opportunities to reauthorize and relegitimize French military cooperation, military intervention, and prepositioned forces after the fiasco of the Rwandan genocide. It is argued that the post-Rwanda French military doctrine of the mastery of violence has relegitimized French hegemony by identifying violence as the enemy to be contained, controlled, and eliminated. The “new” military cooperation (symbolized by the program of RECAMP [Renforcement des capacités africaines au maintien de la paix]) has in fact redefined the French “right” of military intervention in Africa instead of promoting the formal objectives of security and development.
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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 | 0.000 | 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 | 0.000 | 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