The Crown's Relationship with Tribal Peoples and the Legal Dynamics for the Resolution of Historical and Contemporary Claims
Bibliographic record
Abstract
This article reflects upon themes and foundations of the contemporary legalism attending the resolution of aboriginal claims. It opens with a broad description of the historical foundation of that legalism in the imperial prerogative of the Crown and its continuance in the national constitutional systems of Canada and New Zealand. It then considers how that legalism, with its origination in the imperial prerogative and the ongoing comparative dimension associated with that origin, inhabits a recent local example, namely New Zealand’s Marine and Coastal Area (Takutai Moana) Act 2011. The article shows how this provision reflects the general features of indigenous rights' jurisprudence as it has emerged over the past 30 years: it carries residual elements of the imperial prerogative and it has a comparative element, yet it is also a peculiarly New Zealand instance that marks a new step in the jurisprudence.
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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 | 0.009 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.019 | 0.081 |
| Scholarly communication | 0.013 | 0.005 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.005 | 0.006 |
| Insufficient payload (model declined to judge) | 0.004 | 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".