Canada's Residential Schools: The History, Part 1, Origins to 1939
Bibliographic record
Abstract
Between 1867 and 2000, the Canadian government sent over 150,000 Aboriginal children to residential schools across the country. Government officials and missionaries agreed that in order to “civilize and Christianize” Aboriginal children, it was necessary to separate them from their parents and their home communities. For children, life in these schools was lonely and alien. Discipline was harsh, and daily life was highly regimented. Aboriginal languages and cultures were denigrated and suppressed. Education and technical training too often gave way to the drudgery of doing the chores necessary to make the schools self-sustaining. Child neglect was institutionalized, and the lack of supervision created situations where students were prey to sexual and physical abusers. Legal action by the schools’ former students led to the creation of the Truth and Reconciliation Commission of Canada in 2008. The product of over six years of research, the Commission’s final report outlines the history and legacy of the schools, and charts a pathway towards reconciliation. Canada’s Residential Schools: The History, Part 1, Origins to 1939 places Canada’s residential school system in the historical context of European campaigns to colonize and convert Indigenous people throughout the world. In post-Confederation Canada, the government adopted what amounted to a policy of cultural genocide: suppressing spiritual practices, disrupting traditional economies, and imposing new forms of government. Residential schooling quickly became a central element in this policy. The destructive intent of the schools was compounded by chronic underfunding and ongoing conflict between the federal government and the church missionary societies that had been given responsibility for their day-to-day operation. A failure of leadership and resources meant that the schools failed to control the tuberculosis crisis that gripped the schools for much of this period. Alarmed by high death rates, Aboriginal parents often refused to send their children to the schools, leading the government adopt ever more coercive attendance regulations. While parents became subject to ever more punitive regulations, the government did little to regulate discipline, diet, fire safety, or sanitation at the schools. By the period’s end the government was presiding over a nation-wide series of firetraps that had no clear educational goals and were economically dependent on the unpaid labour of underfed and often sickly children.
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.009 |
| Science and technology studies | 0.033 | 0.010 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.017 | 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".