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Record W7132938458

Recognition of Indigenous Peoples' Inherent Jurisdiction in the Act respecting First Nations, Inuit and Métis children, youth and families: A Step Towards the Institutionalization of Canadian Pluralism

2025· dissertation· W7132938458 on OpenAlexaboutno aff
Camille Malorie Bontems

Bibliographic record

VenueTSpace · 2025
Typedissertation
Language
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousJurisdictionInstitutionalisationPluralPluralism (philosophy)Legal pluralismCommon lawJurisprudence
DOInot available

Abstract

fetched live from OpenAlex

It is generally accepted that Canada is a legally plural country where common law, civil law and Indigenous law coexist within a shared social space. However, while common law and civil law are institutionalized and recognized as components of the Canadian legal system, Indigenous traditions do not yet benefit from any similar recognition. The recent adoption and judicial validation of An Act respecting First Nations, Inuit and Métis children, youth and families, which affirms Indigenous peoples’ have a constitutional right of self-government in relation to child and family services, offers elements to reflect on this situation. In this study, I first explain why I believe Canada’s pluralism needs to be institutionalized. I then examine the Act and the subsequent Reference to determine the source, scope and force of the inherent jurisdiction they recognize to Indigenous peoples, and whether it furthers or falls short of this objective.

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)0.004
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.066
Threshold uncertainty score0.479

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0240.024
Scholarly communication0.0070.002
Open science0.0010.004
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0020.000

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 head0.048
GPT teacher head0.336
Teacher spread0.289 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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