Restitution of Land to New Zealand Maori: The Role of Social Structure
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
or twenty-five years the government of New Zealand has been engaged in a process of restitution of property to Maori. The first version of the restitution law was passed in 1975; it was very limited in scope and applicable only to grievances incurred post-1975. In 1985, the law was amended to extend coverage back to 1840, thus enabling a multitude of tribes and individuals to file claims. The law provided for creation of a special court, the Waitangi Tribunal, to hear claims, to make findings, and to make recommendations to the government for settling claims found to be valid. Over 700 claims have been filed. Those being given priority are the historic claims of tribes for alienated property, primarily land, but also including fishing rights. This article describes settlements of historic tribal claims to land achieved
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it