The Plurality of Meanings Shouldered by the Term “Aboriginality”: An Analysis of the Delgamuukw Case
Bibliographic record
Abstract
Abstract.There is an emerging consensus that group differentiated rights can protect collective identity, furnishing the state with important tools of accommodation. What happens, however, to the efficacy of these rights as tools of accommodation and their protective capacity if the identity they are meant to protect and accommodate is contested? In addressing this question, this paper explores the intersection of identity contestation and group differentiated rights in the Canadian context with specific reference to aboriginality and existing aboriginal rights. First, the paper offers a presentation of the plurality of meanings shouldered by the term “aboriginality”. Second, it traces the numerous decisions which comprise theDlegamuukwcase and examines the various explanations, descriptions and characterizations of aboriginality contained therein. In the process, it exposes that a particular understanding of this collective identity underpins the Court's ultimate characterization of aboriginal title, the aboriginal right at issue in this case. This represents a problematic interpretation, given that the version of aboriginality selected differs from the one put forward by the aboriginal litigants. Résumé.Un consensus émergeant s'établit sur l'idée que les droits différenciés en fonction de l'appartenance à un groupe peuvent contribuer à la protection de l'identité collective, en fournissant à l'État d'importants outils d'accommodement. Qu'arrive-t-il, cependant, à l'efficacité de ces droits compris comme des outils d'accommodement, de même qu'à leur capacité de protection, si l'identité qu'ils sont censés protéger et accommoder est contestée? En répondant à cette question, cet article explore l'intersection entre la contestation identitaire et les droits différenciés en fonction du groupe dans le contexte canadien, avec, comme cas d'étude spécifique, l'autochtonie et les droits des autochtones. D'une part, il explore la pluralité de sens que revêt le terme “ autochtonie ”. D'autre part, il retrace les nombreuses décisions que comprend le casDelgamuukwet examine les diverses explications, descriptions et caractérisations de l'autochtonie qu'elles contiennent. Dans ce cadre, il souligne qu'une compréhension particulière de cette identité collective sous-tend l'ultime caractérisation par la Cour suprême du titre autochtone, soit le droit des autochtones qui est au cœur de ce procès. Ceci constitue une interprétation problématique puisque la version de l'autochtonie sélectionnée diffère de celle que prônaient les litigants autochtones.
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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 | 0.005 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.029 | 0.032 |
| Scholarly communication | 0.010 | 0.004 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.004 | 0.005 |
| 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".