A Comparison of Nisga’a Self-Government and International Standards of Indigenous Self-Determination
Bibliographic record
Abstract
The paper concentrates on the right to self-determination of indigenous peoples on the basis of the Nisga’a Nation. The author analyzes the most important provisions of the Nisga’a Final Agreement, in particular those envisaging self-determination of the Nisga’a Nation. Then the author briefly examines the Nisga’a Constitution which may be regarded as a means to implement the Nisga’a Final Agreement. It shows how the Nisga’a selfgovernance model fits into the provisions on self-determination of indigenous peoples. The thesis of this paper is that the Nisga’a self-governance is consonant with international legal standards expressed in the UN Declaration on the Rights of Indigenous Peoples. Nisga’a selfgovernment model is much more than just cultural autonomy: it actually amounts to political autonomy. This subject is worth exploring because it may serve as a pattern to be followed with reference to other indigenous peoples, not only in Canada.
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 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 | 0.000 | 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".