No Taps, No Toilets: First Nations and the Constitutional Right to Water in Canada
Bibliographic record
Abstract
In 1977, the Canadian federal government promised to provide reserves with water and sanitation services comparable to similarly situated non-Aboriginal communities. Despite some progress, thousands of First Nations people, living on reserves across Canada, still lack access to running water or flush toilets. The adverse health effects associated with inadequate water infrastructure include elevated rates of communicable diseases such as influenza, whooping cough (pertussis), shigellosis, and impetigo. Do First Nations have an enforceable constitutional right to water? This article suggests that they do, based on the right to life, liberty, and security of the person under section 7 of the Canadian Charter of Rights and Freedoms; the right to equality under section 15 of the Charter; and governments’ obligation to provide “essential public services of reasonable quality to all Canadians” under section 36 of the Constitution Act, 1982. The legal arguments available pursuant to these constitutional provisions are buttressed by Canada’s obligations pursuant to international human rights law.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.036 | 0.024 |
| Scholarly communication | 0.011 | 0.004 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.007 | 0.009 |
| 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".