A Study in Institution Building for Dene Governance in the Canadian North: A history of the Development of the Dene National Office
Bibliographic record
Abstract
For greater di scussions of rights and political history, we examine institution building for Aboriginal governance in the north by the Dene. The Dene Nation is a national northern Aboriginal organization that has, in turn, spawned several institutions and process for Aboriginal governance in the Canadian North. This study explains the institutional development of the Dene, in particular the Dene Nation and the Dene National Office, which have been for more than 30 years vehicles for the advancement of Treaty and Aboriginal rights implementation in Denendeh (Northwest Territories -N WT). This descriptive analysis begins with a discussion of the origins of Dene national identity, reflected in the story of Yamoria. Originally named the National Indian Brotherhood-NWT upon its creation in 1969, the national office has brought both the distinct regional and national concerns of Dene to national and international attention. As an organization, it has carried forward various processes that supported Dene governance including the Dene/Metis Land Claims, negotiations of the 1970s and 1980s, regional Land Claims and Self-Government Agreements, and a rejuvenated collectivism.
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 | 0.000 |
| Science and technology studies | 0.002 | 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".