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Record W4380264098 · doi:10.1177/14782103231181244

Pedagogical and strategic blind spots: Critical and Indigenous theories of education in dialogue

2023· article· en· W4380264098 on OpenAlexaff
Gavin M. Furrey

Bibliographic record

VenuePolicy Futures in Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous and Place-Based Education
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsIndigenousSociologyCritical theoryPoliticsCurriculumOppressionPhilosophy of educationPolitical philosophyIndigenous educationSocial scienceEpistemologyPedagogyPolitical scienceHigher educationLaw

Abstract

fetched live from OpenAlex

This paper advances a theoretical analysis of the similarities and differences between critical theories of education and Indigenous theories of education along three main themes: epistemological and ontological groundings, the means of education, and political projects. While both schools of theory critique neoliberal and neoconservative tendencies in curriculum and in the political economy of education, and both promote pedagogies favoring freedom from oppression, respect, and sustainability divergences in the two schools of thought are important to grasp for theoretical and strategic reasons. This paper delineates these differences and arrives at the following broad conclusions: (1) while critical theories of education are epistemologically contentious, Indigenous theories of education are ontologically rebellious; (2) while critical scholars emphasize protecting and improving public schools in the name of preserving a public good, they largely ignore how the political economy of education and different political goals encourage Indigenous educators to turn towards options beyond the traditional public school for creating alternative educational spaces; and (3) while critical scholars promote a remaking of the public sphere to increase the participation and opportunities of all individuals within it, Indigenous scholars in education favor a model of schooling capable of raising citizens that are first citizens of their own communities, and then citizens of broader communities; this tension might be best illuminated by a liberal versus a communitarian political philosophy. This paper concludes in arguing that while the two bodies of literature have much in common, a pro-public school discourse, as well as new theories for intercultural pedagogy, should address the divergences evident in these themes.

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)0.017
metaresearch head score (Gemma)0.016
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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.017
Threshold uncertainty score0.094

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.016
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.002
Science and technology studies0.0150.118
Scholarly communication0.0160.026
Open science0.0030.012
Research integrity0.0060.008
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 head0.057
GPT teacher head0.442
Teacher spread0.385 · 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

Citations3
Published2023
Admission routes1
Has abstractyes

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