Creating a ‘monster’: the National Youth Service pre-university training programme, student activism and the Kenyan state, 1978–90
Bibliographic record
Abstract
Abstract In May 1984, the Kenyan government of Daniel arap Moi introduced a National Youth Service pre-university training programme (NYSPUT) for prospective university students. The programme was designed to instil discipline in Kenyan university students and inculcate them with a sense of loyalty and commitment to the Moi regime prior to their arrival on campus. This article argues that, in practice, however, the scheme had unintended consequences: it served to alienate student recruits from the ruling party and helped radicalize a small but vocal group of student activists, who, when they arrived on campus, confronted the Moi state with some of its most defiant political challenges of the 1980s. Relying on extensive interviews with former student recruits and archival research, this article highlights the key role that the NYSPUT played in shaping Kenya's young generation of 1980s student activists, who represented one of the most united and militant student movements in the country's history.
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How this classification was reachedexpand
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".