Bibliographic record
Abstract
Abstract This article is about Indigenous territorial title and land rights, and specifically those of the Algonquin Anishinaabeg Nation. In 1983, the Algonquins of Pikwàkanagàn, residing in the province of Ontario, petitioned the Crown to recognize Algonquin territorial title and rights to 36,000 square kilometres of their natal homelands in the Ottawa River watershed. With negotiations beginning in the early 1990s, an Agreement-in-Principle was developed and ratified in 2016, the penultimate step to the largest modern treaty in Ontario's history. In this article, we examine the argument for moral rights to territory, not in terms of the Canadian or international legal order, nor even through examining the documents and voice of the Algonquin Anishinaabeg, but through the lens of an argument that has been advanced as the basis of the international territorial rights of states. We argue that the justifications for state rights territory—grounded in the considerations that ensue from an analysis of occupancy groups—provides a stronger claim to territorial jurisdiction and title in the case of the Algonquin Anishinaabeg Nation than the competing claim by the Canadian state.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.012 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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".