State Capacity and Elite Enrichment in Uganda's Northeastern Periphery
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 the mid-2000s, Uganda's authoritarian National Resistance Movement (NRM) regime set out to extend state control over Karamoja, a long-neglected region in the northeast of the country. This effort has involved large-scale deployment of security personnel, investment in an expansive administrative system used to subdue the local population, and construction of physical infrastructure that connects Karamoja with the rest of Uganda and facilitates the exploitation of the region's natural resources by members of the political elite. Government bodies in Karamoja capably perform functions that benefit the NRM elite and regime; other government responsibilities, notably for public service provision, have been assumed by non-state organisations. This article shows that the unevenness of state capacity in the region is the result of a coherent strategy that the regime has implemented across Uganda; developments in Karamoja illuminate this strategy and, thereby, help to account for the apparent incongruity of the country's political system.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it