R. v. Powley: Building a Foundation for the Constitutional Recognition of Métis Aboriginal Rights
Bibliographic record
Abstract
In R. v. Powley, the Supreme Court has provided a firm foundation upon which to build a Métis section 35 Aboriginal rights jurisprudence. This paper outlines the essential elements of the decision, emphasizing the fact that the Powley test modifies the Van der Peet approach to Aboriginal rights in one crucial respect: Instead of the Aboriginal community having to come into existence at or near the point of European contact, the Métis community may come into existence at a later date but before effective European control. The paper discusses other approaches to Métis aboriginal rights that were raised before the Court but were not discussed in its decision. The paper also canvasses aspects of the decision that are likely to generate future litigation, especially the identification of and membership in historic Métis communities. It concludes by noting that the decision should be seen as a sound first step in an ongoing process of defining Métis Aboriginal rights.
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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 | 0.014 | 0.026 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.020 |
| Scholarly communication | 0.008 | 0.007 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.018 | 0.023 |
| Insufficient payload (model declined to judge) | 0.004 | 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".