The “Airlift” Generation, Economic Aspiration, and Secondary School Education in Kenya, 1940-1960
Bibliographic record
Abstract
Abstract This article argues that the “airlift” language often used to describe the eight hundred Kenyan students who attended US and Canadian universities between 1959 and 1963 is misleading. It assumes that the students were being plucked out of substandard education, yet these youth had received some of the most rigorous education in the world—even though it was colonial education intended to inculcate in them British cultures and mores. The students took this education seriously because they knew it would help improve their economic status as well as that of their families. These elite students were not necessarily concerned with the politics of decolonization or the nation-state, as most studies of colonial elites at the end of empire have tended to claim. They were interested in uplifting their economic status. This uplifting was in and of itself a political act—even though it was not politically motivated.
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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 | 0.001 | 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 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".