Radical Autochthony? Proprietary Political Discourse Among Elites and Peasants in the Anti-Balaka Armed Movement in the Central African Republic
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
Abstract Since at least the colonial era, the Central African Republic (CAR) has been a hotbed of rural rebellion and protest. This article explores the political discourses of members of the Anti-Balaka, a diffuse protest movement and armed rebellion, comparing discourses to see how they vary in relation to demographic categories: urban and rural, elites and peasants. Lombard and Vlavonou find that rural peasants demand a moral economy of interpersonal respect, while elite (usually urban) adherents claim inclusion in a system of official recognition and patronage. Both are concerned with respect, but what is radical about the vision of the peasants is that they can enact it on their own.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| 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