Processes of Native Nationhood: The Indigenous Politics of Self-Government
Bibliographic record
Abstract
Over the last three decades, Indigenous peoples in the CANZUS countries (Canada, Australia, New Zealand, and the United States) have been reclaiming self-government as an Indigenous right and practice. In the process, they have been asserting various forms of Indigenous nationhood. This article argues that this development involves a common set of activities on the part of Indigenous peoples: (1) identifying as a nation or a people (determining who the appropriate collective “self” is in self-determination and self-government); (2) organizing as a political body (not just as a corporate holder of assets); and (3) acting on behalf of Indigenous goals (asserting and exercising practical decision-making power and responsibility, even in cases where central governments deny recognition). The article compares these activities in the four countries and argues that, while contexts and circumstances differ, the Indigenous politics of self-government show striking commonalities across the four. Among those commonalities: it is a positional as opposed to a distributional politics; while not ignoring individual welfare, it measures success in terms of collective power; and it focuses less on what central governments are willing to do in the way of recognition and rights than on what Indigenous nations or communities can do for themselves.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".