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Record W4390638610 · doi:10.1080/17425964.2023.2301650

Infusing Indigenous Content and Treaty Education into Physical Education Teacher Education (PETE): A Collaborative Self-Study of Teacher Education Practices (S-STEP)

2024· article· en· W4390638610 on OpenAlexaffabout
Daniel B. Robinson, William Walters

Bibliographic record

VenueStudying Teacher Education · 2024
Typearticle
Languageen
FieldHealth Professions
TopicPhysical Education and Pedagogy
Canadian institutionsSt. Francis Xavier University
Fundersnot available
KeywordsIndigenizationIndigenousPedagogyTeacher educationDecolonizationSociologyTreatyPhysical educationContent analysisPolitical scienceLawSocial scienceAnthropology

Abstract

fetched live from OpenAlex

This research responds to calls for the decolonization and indigenization of education and higher education spaces and institutions within Canada, specifically within the physical education (PE) and physical education teacher education (PETE) sub-disciplines. Recognizing our own responsibility to attend to decolonization and indigenization, we recently engaged in a collaborative self-study of our own teaching practice so that we might be better able to appropriately infuse Indigenous content and Treaty Education into our university’s PETE program. We identified this goal – infusing Indigenous content and Treaty Education – as one that would support us on our reconciliatory journeys as we aim to decolonize and indigenize our PETE spaces in authentic, genuine, and meaningful ways. Our collaborative self-study yielded findings related to our PETE practice, framed herein as six themes. Four of these themes relate to the tensions observed and felt (pushing past performative fears, inviting imposter syndrome, honouring the local Mi’kmaq contexts/peoples, critical friend[ships] as key) and two of the themes relate to our perceived positive outcomes and additional potential happenings (knowing better/doing better, possibilities beyond ‘simply’ infusing Indigenous content and Treaty Education). A discussion of these findings is offered and would be especially insightful to others who are interested in or engaged with self-study, indigenization and decolonization, and/or PE and/or PETE.

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)0.021
metaresearch head score (Gemma)0.037
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 score0.021
Threshold uncertainty score0.112

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0210.037
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0180.021
Scholarly communication0.0080.006
Open science0.0020.014
Research integrity0.0030.006
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 head0.099
GPT teacher head0.496
Teacher spread0.397 · 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

Citations3
Published2024
Admission routes2
Has abstractyes

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