The Vanguard of Colonialism: Missionaries and the Frontier in Southern Africa in the Nineteenth Century
Bibliographic record
Abstract
In this essay, I undertake an examination of how Christian missionary societies facilitated the spread of European ideals and belief systems within an African community, and how this spread both prepared and weakened the African polities for increasing contact with colonial authorities. I specifically explore the role missionaries took in everyday functioning of African chiefdoms and kingdoms through their roles as interpreters and diplomats. Missionaries played a role in shaping the day-to-day existence of the polities in which they were based, as they saw themselves fighting in the “war for souls” in Africa. I examine the effects of this contact in syncretising African and European beliefs, focusing on the especially tragic example of the Xhosa cattle killing. Life on the frontier shaped a deterministic “Christian” identity amongst white settlers along the fringes of colonial life, a distance which in turn led to these fringe groups being seen as un-Christian by their own churches.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.013 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".