Economic Development through Treaty Reparations in New Zealand and Canada
Bibliographic record
Abstract
Abstract In Canada, Treaty 1 First Nations brought a claim against the Crown for land debt owed to them since 1871. In 2004, Crown land in Winnipeg became available that, according to the terms of the settlement, should have been offered for purchase to Treaty 1 Nations. Similarly, in New Zealand, the Waikato-Tainui claim arose from historical Crown breaches of the 1840 Treaty of Waitangi. In 1995, a settlement was reached to address the unjust Crown confiscation of Tainui lands. Despite being intended to facilitate the return of traditional territory, compensate for Crown breaches of historic treaties, and indirectly provide opportunity for economic development, in both cases, settlement was met with legal and political challenges. Using a comparative legal analysis, this paper examines how the state continues to use its law-making power to undermine socio-economic development of Indigenous communities in Canada and New Zealand, thereby thwarting opportunity for Indigenous self-determination.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".