Somos Americanos? The potential of the Inter-american Human Rights System for Indigenous Justice in Canada
Bibliographic record
Abstract
This paper explores how Canada’s full commitment to the Inter-American Human Rights System (IAS) could provide a further recourse for monitoring, protecting and promoting Indigenous rights in Canada. Presenting the Americas as a united continent, it emphasizes how reconceptualising what it means to “be American” can help Canadians think about their connection, comprehension and acceptance of this regional system. This paper examines the Canadian government’s historical disinterest in the IAS and establishes this as the primary reason for its current lack of commitment. It argues that Canada’s ratification of the American Convention on Human Rights and recognition of the Inter-American Court of Human Rights jurisdiction would positively impact the rights of Indigenous peoples living within its borders. It concludes by highlighting a Canadian initiative that is working towards making Canada a better player in the IAS and contends that the Canadian government should follow their lead.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.026 | 0.011 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.010 | 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".