The Constitution’s Peoples: Approaching Community in the Context of Section 35 of the Constitution Act, 1982
Bibliographic record
Abstract
Modern negotiations between the Crown (or private parties) and Canada’s Aboriginal peoples are largely based on the legal principles articulated in major court decisions. Yet those decisions have not yet confronted a fundamental question: how, in the first instance, do we determine which groups can lay claim to the Aboriginal and treaty rights “recognized and affirmed” by section 35 of the Constitution Act, 1982? The author argues that this question ought to form the theoretical cornerstone of the doctrine of Aboriginal and treaty rights. It is also of critical significance to the continuing process of reconciliation between the Aboriginal and non-Aboriginal elements of Canadian society. The interlocutors in this process must be identifiable. The community recognition needed to give effect to section 35’s inherently group-centred approach cannot be purely subjective or purely objective in nature. Neither a process of unilateral declaration nor one of pure observation can accurately identify the communities at issue under section 35. Rather, the inquiry requires an exercise of interpretation. To this end, the author proposes guidelines to focus and assist the interpretive process. This analysis ultimately entails a reconsideration of some of the prevailing orthodoxies in Aboriginal law jurisprudence, including the “test” for determining the existence of Aboriginal rights (from R. v. Van der Peet) and the notion that an individual member of a modern, rights-holding, Aboriginal community must prove an ancestral or genealogical link to a member of the group at some earlier time (from R. v. Powley).
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 | 0.006 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.035 | 0.053 |
| Scholarly communication | 0.016 | 0.010 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.010 | 0.010 |
| 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".