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Record W4411858854 · doi:10.15760/nwjte.2025.20.1.2

Illuminating Two Secondary Schoolteachers’ Praxes on a ‘terrain of freedom:’ Lessons for Teacher Education

2025· article· en· W4411858854 on OpenAlexafffund
Paul Tarc, Nicholas Ng-A-Fook, Tasha Ausman, Catherine E. James

Bibliographic record

VenueNorthwest Journal of Teacher Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsUniversity of OttawaWestern University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsTerrainPedagogyMathematics educationPsychologySociologyGeographyCartography

Abstract

fetched live from OpenAlex

This paper attunes to the stated focus of this special issue—teacher subjectivities on a terrain of freedom—to consider the qualities, possibilities and limits of teachers’ praxes and development upon this ‘terrain.’ In response to the call, we explore three critical questions: 1) Where does the teacher’s freedom lie amidst required protocols and standardization?; 2) Can teachers transcend how they have been conceived and conditioned?; and 3) How can teachers engage in transformative development? Through a "poetics of teaching," inspired by Hansen (2004), we frame teaching as a curricular and pedagogical art form that melds interdisciplinary, intellectual, aesthetic, and moral dimensions to enrich the professional and personal livelihoods of teachers and, in turn, students. This approach supports UNESCO's (2021) principles of lifelong professional learning and the nurturing of the different global and local ecosystems that connect to our K-12 classrooms. Drawing on empirical research from a pilot study, this article highlights the transformative practices of two secondary school teachers as they navigate and expand upon their professional “terrain of freedom,” demonstrating different institutional possibilities and constraints. Our findings suggest that teacher education programs should cultivate environments that encourage innovation, critical reflection, and ethical engagement, aligning with UNESCO’s calls for a new social contract that advocates for teachers as agents of change in reimagining education for more just and sustainable futures. These lessons learned from our pilot study underscore the need, as we suggest, for teacher education to nurture, support, and sustain professional educators capable of transforming curriculum, their pedagogical, and classroom communities toward and on behalf of the public good.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.435
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.064
GPT teacher head0.424
Teacher spread0.360 · 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

Citations0
Published2025
Admission routes2
Has abstractyes

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