Section 35 of the Canadian Constitution Act and Indigenous Self-Determination in Canada
Bibliographic record
Abstract
This research paper analyzes the impacts of Section 35 of the Canadian Constitution on the enhancement of Indigenous rights in Canadian politics. As outlined in Section 35, Indigenous rights are recognized as pre-existing prior to the Constitution Act of 1982 and the identity of Aboriginal, Inuit and Métis peoples are defined. Academic literature, television broadcasts, and personal accounts of the implementation and effects of Section 35 were used to conduct this research and investigate the origins of this section in the Constitution. Notably, this analysis demonstrated that the inclusion of Section 35 in the Constitution has led to more public discussion and court cases to claim treaty rights by Indigenous peoples. The effect of including Indigenous rights in the Canadian Constitution has expanded the role of the courts in adjudicating relations between the Canadian government and Indigenous people, effectively expanding the accountability of the Canadian government to upholding treaty rights. Overall, the findings of this paper were that Section 35 plays a large role in promoting awareness of reconciliation to the Canadian public, however, it stops short of including Indigenous people as meaningful participants in their own self-determination.
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 | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.008 |
| Science and technology studies | 0.005 | 0.007 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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".