Raids, Resistance, and Retribution: South Africa's Cato Manor Killings, 1960–1
Bibliographic record
Abstract
Abstract On 24 January 1960 nine police were killed in the African settlement of Cato Manor when residents turned on officers conducting a liquor patrol. On 5 September 1961, nine men convicted of the killings were hanged in Pretoria's Central Prison. These deaths produced contrasting narratives, one by the apartheid state and then decades later, another by the current African National Congress government. Apartheid police and judicial authorities vilified the accused as the worst kind of killers who wantonly slaughtered the representatives of law and order. Sixty years later, these murderers of the apartheid period were resurrected as martyrs and their remains were interred at Heroes Arch, a resting place for many antiapartheid activists. Moving past these binary versions allows us to consider a more mundane story that underscores the South African state's commitment to a model of policing that generated an unmatched degree of persecution in colonial Africa.
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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 | 0.012 | 0.007 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".