Connecting the Dots to Reveal a New Picture: A Report on Indian Act By-Law Enforcement Issues Faced by First Nations in Nova Scotia and Beyond
Bibliographic record
Abstract
This report originated as a request by the Mi’kmaq-Nova Scotia-Canada Tripartite Forum to research the challenges facing First Nations in Nova Scotia in assuming jurisdictional control through Indian Act by-laws. In undertaking this research, we identified significant uncertainty, misconceptions and confusion around Indian Act by-laws from all parties with a stake in this issue, including federal and provincial government representatives (Indigenous Services, Department of Justice, Public Safety), the police, the public and First Nations representatives. Consequently, we felt it necessary to comprehensively unpack the various issues relating to Indian Act by-laws, from their nature and legal effect, to their development, enforcement, adjudication and penalties. To our knowledge, this is an exercise that had yet to be undertaken.\nUnlike earlier approaches to Indian Act by-laws, our analysis interprets these powers in the context of modern interpretive, constitutional and domestic and international human rights principles, including the United Nations Declaration on the Rights of Indigenous Peoples. Such an analysis is crucial, we felt, because, although the language of the Indian Act by-law provisions has changed very little over the years, developments in the law mandate a very different approach to by-laws than was the case in earlier decades. We consider the application of modern interpretive and constitutional principles related to by-law interpretation and a detailed legal analysis of each stage of the by-law process as ‘connecting the dots.’ Connecting these dots now creates a picture that presents more options and opportunities than most assume is possible with Indian Act by-laws.\nThe report comprises 10 chapters: Introduction Constitutional, legal and political context Community context and their by-laws The municipal by-law context Making by-laws Enforcement of by-laws Prosecution of by-laws Adjudication of by-laws Penalties for by-law infractions Summary of Findings and Recommendations \nAlthough this report was written for Mi'kmaq communities in Nova Scotia, our analysis has broad relevance to the exercise of jurisdiction under the Indian Act by First Nations across the country, as well as under other forms of delegated legislation, such as the First Nations Land Management Act.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.013 | 0.003 |
| Scholarly communication | 0.007 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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 source (direct Gemma or distilled Codex), 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".