Interpretation of Equality of Rights in the Canadian Charter of Rights and Freedoms and the Practice of the Canadian Supreme Court
Bibliographic record
Abstract
The Canadian system of human rights protection is an original one. The Supreme Court of Canada is one of the most influential constitutional review bodies in the field of human rights. At the time of its adoption, the Canadian Charter of rights and freedoms had the broadest catalog of equality rights in Western countries, formed on the basis of the Bill of rights and provincial human rights codes case-law, as well as the activities of political movements and groups of equality advocates who played a decisive role in its drafting. In Canada, a distinction is made between the enumerated in Charter and analogous grounds of discrimination established by court. The plaintiffs may claim differences on the basis of the enumerated or analogous grounds, or indicate the necessity to establish new analogous grounds. Article 15 (the right to equality) is recognized as one of the most conceptually complex provisions of the Charter. It is aimed at ensuring equality in the process of law drafting and implementation, as well as protecting human dignity. The Supreme Court of Canada is considering the provisions of the first part 1 of article 15, which enshrines the right to equality, and part 2 of this article, which provides for affirmative actions to assist disadvantaged groups as interrelated, reflecting the understanding of equality according to which affirmative actions are considered not as an exception, but as one of its best manifestations.
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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 | 0.012 | 0.019 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.006 |
| Science and technology studies | 0.024 | 0.049 |
| Scholarly communication | 0.019 | 0.005 |
| Open science | 0.004 | 0.004 |
| Research integrity | 0.008 | 0.008 |
| 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".