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Record W4411056356 · doi:10.1080/15505170.2025.2510615

Tarrying with being a problem: Teacher education, white possessiveness, and settler futurity

2025· article· en· W4411056356 on OpenAlexaffabout
Alexandre Emboaba Da Costa

Bibliographic record

VenueJournal of Curriculum and Pedagogy · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCritical Race Theory in Education
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsWhite (mutation)SociologyPedagogyWhite paperMathematics educationPsychologyPolitical scienceLawChemistry

Abstract

fetched live from OpenAlex

Indigenization and reconciliation in Canadian higher education is widespread but involves diverse discourses and outcomes when it comes to addressing systemic racism and colonialism. This paper analyzes 16 in-depth interviews with white pre-service teachers in one teacher education program in Western Canada as they engage calls to incorporate Indigenous histories and perspectives into their future teaching. The paper first situates Indigenous-focused higher education efforts in Canada in the post-Truth and Reconciliation Commission (2015) conjuncture shaped by tensions between symbolic gestures and Indigenous demands for substantive material transformations. The study then analyzes how White settler teacher candidates (TCs) responses to truth, reconciliation, and indigenization at times reproduce and at others challenge the possessive logics of whiteness and investments in settler futurity. Centering tensions between anxiety and uncertainty and the desire for and certainty about a way forward, the study traces how indigenization efforts can disrupt whiteness and colonial institutional logics while also surfacing emotional investments that resecure non-Indigenous authority over the nature of political transformation in reconciliation era.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.394
Threshold uncertainty score0.259

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.006
GPT teacher head0.362
Teacher spread0.356 · 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 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

Citations0
Published2025
Admission routes2
Has abstractyes

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