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Record W4407628721 · doi:10.1080/09518398.2025.2452633

Relaxed pedagogy: teaching and learning beyond diversity agendas

2025· article· en· W4407628721 on OpenAlexaffabout
Chelsea Temple Jones, Kim Collins, Carla Rice

Bibliographic record

VenueInternational Journal of Qualitative Studies in Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Educational Policies and Reforms
Canadian institutionsUniversity of GuelphBrock University
Fundersnot available
KeywordsDiversity (politics)PedagogySociologyTeaching methodHigher educationMathematics educationPsychologyPolitical science

Abstract

fetched live from OpenAlex

In Canada, known in Anishinaabe as Turtle Island, diversity and inclusion initiatives in higher education increasingly recognize power relations surrounding disability/access as a core component of diversity agendas and the policies and pedagogies that seek to enact them. Drawing on a 240-participant Relaxed Performance (RP) research project delivered over eight months across three universities in Southern Ontario, we describe a new empirically- and collectively-generated approach to access-informed (post) critical pedagogy called Relaxed Pedagogy, or RelaxPed. Relaxed Pedagogy “relaxes” classrooms and benefits students and educators through taking a post-critical pedagogical approach that is context-specific, connected to lived experience, interested in reflexive community-building, and non-prescriptive in ways that orient toward affirming difference and advancing “crip horizons” of access rather than diversity agendas. This article considers the implications of creative, invitational RelaxPed within diversity agendas in arts education and beyond.

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)0.003
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation 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 score0.125
Threshold uncertainty score0.705

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.108
GPT teacher head0.575
Teacher spread0.467 · 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 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
Published2025
Admission routes2
Has abstractyes

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