The Rationale for the Duty to Consult Indigenous Peoples: Comparative Reflections from Nordic and Canadian Legal Contexts
Bibliographic record
Abstract
Although the standard of consulting Indigenous peoples in decisions affecting them is well rooted internationally as well as in national legal systems, different views and patterns of problems are associated with the concept and its practice. This paper briefly analyses and contrasts the duty to consult Indigenous peoples through a comparison of the three Nordic countries Norway, Finland and Sweden, and Canada. Based on domestic legal sources, the focus of the paper is to explore the legal foundation that has given rise to the specific set of rules for the duty to consult, that is, the rationale behind the evolving of the rules. The first finding is that the rules differ among the three Nordic countries, with Sweden being the only country that lacks specific rules. Secondly, whereas Canada has developed its own duty to consult primarily through domestic case law, in the Nordic countries, duty to consult is related to international law obligations. Consultation duties that have evolved from domestic law may be easier to accept than “foreign” regulations imposed on national legal systems. This could explain the reluctance among the Nordic States to accept specific consultations with the Sami Parliament and other Sami groups, particularly in Sweden.
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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 | 0.014 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.006 | 0.009 |
| Science and technology studies | 0.026 | 0.029 |
| Scholarly communication | 0.013 | 0.004 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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".