Recent Developments in Canadian Aboriginal Law: Overview of Case Law and of Certain Principles of Aboriginal Law
Bibliographic record
Abstract
Abstract The author reviews the most recent judgments rendered by the Supreme Court of Canada and certain provincial courts, in order to provide an update in the sphere of Aboriginal law practice in Canada, destined mainly for foreign lawyers and academics. Throughout the review of those recent judgments, the author provides an overview of certain key principles and concepts of Canadian Aboriginal law. Besides providing an overview of recent judgments in the sphere of Aboriginal law, the author seeks to illustrate how meaningful the protection and recognition of Aboriginal rights and treaty rights are in practice, through the overview of key concepts and principles of Canadian Aboriginal law and how they were recently interpreted by Canadian courts. The author briefly addresses Canada's vote against the adoption of the U.N. Declaration on the Rights of Indigenous Peoples.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.007 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.018 | 0.028 |
| Science and technology studies | 0.008 | 0.012 |
| Scholarly communication | 0.011 | 0.003 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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".