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Record W3154240163

Political Rhetoric Meets Legal Reality: How to Move Forward on Free, Prior, and Informed Consent in Canada

2017· article· en· W3154240163 on OpenAlexaffabout
Dwight Newman

Bibliographic record

VenueSSRN Electronic Journal · 2017
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsPolitical scienceIndigenousLawTreatyDutyNegotiationInformed consentIndigenous rightsPoliticsPublic administrationMedicine
DOInot available

Abstract

fetched live from OpenAlex

The issue of free, prior, and informed consent (FPIC) from Indigenous communities affected by resource projects has recently received renewed attention in Canada. Indeed, during Canada's 2015 election, Liberal leader Justin Trudeau had gone so far as to say that a “no” from an Indigenous community would assuredly result in a project being cancelled. He soon backed away from this promise by emphasizing only the need for consensus. This report seeks to clarify the meaning behind FPIC and what it would entail to implement it in Canadian law. Legal realities, both within Canada and internationally with the FPIC concept in the United Nations Declaration on the Rights of Indigenous Peoples (UNDRIP) itself, should be taken into account. Canada already has a judicially-developed duty to consult framework, which in certain circumstances requires something close to consent, such as when the rights in question are particularly strong or when consent is substituted for consultation, such as via negotiations with third-parties like resource developers. Equally important, consultation currently applies to a much wider range of circumstances than is reasonably possible under consent. By narrowing this scope, adapting consent into this legal framework could therefore actually reduce Aboriginal and treaty rights for Indigenous communities. A more careful reading of UNDRIP also shows that FPIC does not require consent for a project to proceed, but instead requires meaningful good faith efforts to obtain consent. It is also only applicable to a narrower range of circumstances to lands that are owned by Indigenous communities, as opposed to those that have asserted claims. On this issue, Canada already meets or exceeds UNDRIP’s requirements for FPIC – by applying the duty to consult framework over lands over which there are asserted claims, and by applying something close to consent in certain circumstances. Operationalizing FPIC in the Canadian context would pose important, and often forgotten, challenges. First, it would require extensive foundational work in various sectors, including identifying the extent of its applicability on various projects and whose consent is ultimately required, especially in cases where there are internal divisions within an Indigenous community or multiple communities with divergent views. Second, Canada has a federal system of government, and the provinces and territories actually have jurisdiction over many areas that would be affected by FPIC, such as natural resources. Operationalizing FPIC would therefore require a decentralized approach in Canada.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.843
Threshold uncertainty score0.874

Codex and Gemma teacher scores by category

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

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 head0.011
GPT teacher head0.232
Teacher spread0.221 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations4
Published2017
Admission routes2
Has abstractyes

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