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Record W7159904613

Indigenous Education Policy in Canada: A Case Study of Necropolitics in First Nations Education Reform (2012–2022)

2025· article· en· W7159904613 on OpenAlexaboutno aff
Shane Henry

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousTreatyEducation policyIndigenous educationPolicy analysisEducation reformDialecticPublic policy
DOInot available

Abstract

fetched live from OpenAlex

This critical realist case study aims to examine Federal Indigenous Education Policy in Canada by exploring education reform among the member Nations of the Saskatoon Tribal Council from 2012-2022. The research questions focus on the necropolitical aspects of Crown policy, the influence of Crown policy on STC education reforms, and the “generative” mechanisms affecting the Treaty Right to Education, nationhood, and healing. The study contributes to the field of Indigenous Educational Administration and Policy by situating its analysis in the historical, political, material, and jurisdictional realities of First Nations education systems. Grounded in critical realism, the study utilizes Tribal Critical Race Theory and Necropolitics as theoretical frameworks, and employs organizational autoethnography, critical discourse analysis, legal analysis, and empirical review. The resulting data creates “laminations” which provide a layered description of federal policy and First Nations education reform during 2012-2022 and delineate how federal policy and First Nations education systems are enmeshed in material and ideational conditions which can either foster morphonecrosis (stasis) or morphogenesis (change). The findings reveal the complex dialectical interplay between federal policy and First Nations education systems, highlighting the impacts of material, structural, cultural, and agential conditions that either constrain or enable the Treaty Right to Education. The study concludes by proposing mechanisms for morphogenesis as a Positive Social Change rooted in self-determination.

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)0.003
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.198
Threshold uncertainty score0.931

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.005
Science and technology studies0.0440.010
Scholarly communication0.0060.002
Open science0.0020.004
Research integrity0.0030.004
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 head0.006
GPT teacher head0.222
Teacher spread0.216 · 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 designQualitative
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

Explore more

Same venueUniversity Library (University of Saskatchewan)→Same topicIndigenous Health, Education, and Rights→French-language works237,207→