Bibliographic record
Abstract
This chapter examines the reflection of the British military hierarchy in the class relations in settler society by comparing the “respectable” actions of soldiers taking their discharge and becoming settlers with the “rough” actions of drunkenness and desertion. It first considers the garrison's influence in Halifax, Nova Scotia, and in Natal before discussing the social side of the garrison that emphasized class differentiation. It then explores the reinforcement of the colonial “middling” class by the recruitment of respectable soldier-settlers and how the Christian converts of Edendale, the amaKholwa , provided the new reference points for a community attempting to define itself in terms of middle-class respectability. It also looks at the role of drunkenness in acts of indiscipline and low morale among British troops in the garrison at Fort Napier, along with the hunting ideology that fed into broader concepts of masculinity, aggression, and images of warriors. The chapter shows that garrison activities were integral to the wider social and cultural life of settler society in Natal.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.012 | 0.014 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 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 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".