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Record W4220841336 · doi:10.3390/su14063501

Canada’s Impact Assessment Act, 2019: Indigenous Peoples, Cultural Sustainability, and Environmental Justice

2022· article· en· W4220841336 on OpenAlexafffundabout
Stephen R. J. Tsuji

Bibliographic record

VenueSustainability · 2022
Typearticle
Languageen
FieldEnvironmental Science
TopicEnvironmental and Social Impact Assessments
Canadian institutionsQueen's University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsIndigenousSustainabilityIndigenous rightsEnvironmental lawPolitical scienceEnvironmental justiceTraditional knowledgeGovernment (linguistics)Sustainable developmentStatuteEnvironmental ethicsLawEnvironmental planningGeographyHuman rightsEcology

Abstract

fetched live from OpenAlex

It is well documented that the colonizers of Canada have long coveted the ancestral homelands of the Canadian Indigenous peoples for settlement and development. With this end goal in mind, it is not surprising that there exists an extensive history of assimilative efforts by the colonizers with respect to the Indigenous peoples of Canada—for example, legal assimilation through enfranchisement (voluntary and involuntary) and blood quantum requirements, and cultural assimilation through residential schools and the “sixties scoop”. Another form of assimilation is environmental assimilation, that is, colonial development on Indigenous homelands to the extent whereby Indigenous cultural activities can no longer be supported in the development-transformed environment. Herein, I examine Bill C-69, a Government of Canada omnibus bill, through an environmental justice lens in the context of development across Canada on Indigenous homelands and impacts on Indigenous cultural sustainability. Specifically, Part 1 (i.e., the Impact Assessment Act, 2019) and Part 3 (i.e., the Canadian Navigable Waters Act, 2019) of Bill C-69 pose significant threats to Indigenous cultural sustainability. Through an environmental justice lens, procedural aspects include the use of the project list and scheduled waterways, the discretionary decision-making powers of the Government of Canada representatives, and the lack of acknowledgement of procedural elements of the environmental assessment processes that are constitutionally protected in comprehensive land claims. While, distributive justice aspects consist of unsustainable development from an Indigenous perspective, whereby environmental costs and benefits have been (and will be) distributed inequitably. Bill C-69 is a flawed statute that reinforces the colonial policy of assimilation.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.572
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.005
GPT teacher head0.278
Teacher spread0.273 · 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 teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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

Citations13
Published2022
Admission routes3
Has abstractyes

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