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Record W3157906344 · doi:10.25159/2522-3062/5307

The Canadian Courts’ Approach to the ‘Duty to Consult’ Indigenous Peoples: A Comparative Overview

2021· article· en· W3157906344 on OpenAlexaboutno aff
G.N. Barrie

Bibliographic record

VenueComparative and International Law Journal of Southern Africa · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Issues in South Africa
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousDutyLawSupreme courtObligationPolitical scienceConventionState (computer science)NoticeCeremonySociologyHistory

Abstract

fetched live from OpenAlex

Articles 18, 19 and 23 of the United Nations Declaration on the Rights of Indigenous Peoples 2008 and Articles 6 and 15 of the ILO Convention Concerning Indigenous and Tribal People No 169 of 1989, generated a concept of the ‘duty to consult’ indigenous peoples in matters that adversely affect their interests. The question as to whether this ‘duty to consult’ had not developed into a rule of customary international law, was raised at the International Law Association’s meeting in Sofia in 2012. To answer this question a survey of state practice needs to be undertaken. This article focusses on the state practice of Canada regarding the ‘duty to consult’ as illustrated by decisions of that country’s courts. It can be implied that Canadian courts see the ‘duty to consult’ as an obligation which must be adhered to. Canadian courts have recognised the ‘duty to consult’ since the judgment in R v Sparrow in 1990, but the elaboration of the concept came strongly to the fore in a trilogy of cases in 2004 and 2005 in the Haida Nation, Taku River Tlingit First Nation and Mikisew Cree First Nation cases. Since then, the concept has been incisively discussed and applied in the Canadian Supreme Court in the Rio Tinto, Little Salmon, Moses and the Behn/Moulton Contracting cases from 2010 to 2013. The above developments are encapsulated in the 2017 Ontario Superior Court case of Saugeen First Nation. The example of Canadian courts accepting ‘the duty to consult’ its indigenous peoples has manifested itself in other jurisdictions, particularly in Australia and recently in South Africa; and indicates an evolving international customary law norm.

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 imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.258
Threshold uncertainty score0.860

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0090.021
Science and technology studies0.0400.022
Scholarly communication0.0140.004
Open science0.0030.004
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0070.000

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.

Opus teacher head0.110
GPT teacher head0.357
Teacher spread0.247 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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Same venueComparative and International Law Journal of Southern AfricaSame topicLegal Issues in South AfricaFrench-language works237,207