Canada's Residential Schools: Missing Children and Unmarked Burials
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: Missing Children and Unmarked Burials is the first systematic effort to record and analyze deaths at the schools, and the presence and condition of student cemeteries, within the regulatory context in which the schools were intended to operate. As part of its work the Truth and Reconciliation Commission of Canada established a National Residential School Student Death Register. Due to gaps in the available data, the register is far from complete. Although the actual number of deaths is believed to be far higher, 3,200 residential school victims have been identified. The analysis also demonstrates that residential school death rates were significantly higher than those for the general Canadian school-aged population. The failure to establish and enforce adequate standards of care, coupled with the failure to adequately fund the schools, resulted in unnecessarily high death rates at residential schools. Senior government and church officials were well aware of the schools’ ongoing failure to provide adequate levels of custodial care. Children who died at the schools were rarely sent back to their home community. They were usually buried in school or nearby mission cemeteries. As the schools and missions closed, these cemeteries were abandoned. While in a number of instances Aboriginal communities, churches, and former staff have taken steps to rehabilitate cemeteries and commemorate the individuals buried there, most of these cemeteries are now disused and vulnerable to accidental disturbance. In the face of this abandonment, the TRC is proposing the development of a national strategy for the documentation, maintenance, commemoration, and protection of residential school cemeteries.
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.010 |
| Science and technology studies | 0.015 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".