The restoration of the Buganda Kingdom Government 1986–2014: culture, contingencies, constraints
Bibliographic record
Abstract
ABSTRACT The restoration of the Kabaka of Buganda a quarter century after its abolition was the unexpected and contested product of different views of Ganda social structure that had emerged over several centuries. Competing groups, despite acting on contradictory cultural principles, overcame the suspicion of a newly empowered central government. Selective recall of cultural norms and adroit organisational tactics of the individuals who recreated the Buganda Kingdom Government allowed them to surpass their rivals and become the main Ganda interlocutors with the central government. They persuaded the central government to restore the king, though not the kingdom. The compromise they struck permitted the king to be cultural, but not political. Not only did that raise further questions about the meaning of Ganda culture, it constrained the Buganda Kingdom Government's ability to promote Ganda interests with the central government and on occasion reduced its support from the Ganda public in the years following restoration.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".