The Impact of Aboriginal Interests Upon Proposed Pipeline Projects
Bibliographic record
Abstract
This paper will seek to address the rapidly evolving issues relating to the impact of aboriginal interests upon resource development projects. In particular, this paper will address the interaction between aboriginal interests and pipeline projects and recent judicial decisions that have impacted upon this interaction. This paper will specifically discuss the extent of consultation obligations with aboriginal people and strategies that may be employed by proponents of pipeline projects. More specifically, this paper will address the following: Distinctions between various types of constitutionally protected aboriginal interests, including, treaty rights (both historic treaties and comprehensive land claim agreements), aboriginal rights, including aboriginal title, and Me´tis rights; Understanding the obligations of government and third party resource developers to consult with aboriginal people, including consultation and accommodation of aboriginal interests and compensation issues; - Consultation as part of the regulatory approval processes for both provincially and federally regulated pipelines, including both National Energy Board requirements and provincial requirements (British Columbia and Alberta); and - The practical realities of consultation, including the scope of remedies for the unjustified infringement of aboriginal interests; and how to create a more effective consultation process and protect the interests of proponents of pipeline projects.
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 | 0.002 | 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) | 0.000 | 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".