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Record W4412849600 · doi:10.26522/jiste.v29i1.4549

Editorial Commentary: Teacher Learning in Transition: Reflections on Practice, Assessment, and Innovation

2025· editorial· en· W4412849600 on OpenAlexaff
Leanne Taylor, Jessie Nixon

Bibliographic record

VenueJournal of the International Society for Teacher Education · 2025
Typeeditorial
Languageen
FieldComputer Science
TopicDigital literacy in education
Canadian institutionsBrock University
Fundersnot available
KeywordsTransition (genetics)PedagogyPsychologyEngineering ethicsPolitical scienceSociologyMathematics educationEngineeringChemistry

Abstract

fetched live from OpenAlex

This issue of the Journal of the International Society for Teacher Education (JISTE) brings together six articles from Norway, the United States and Bhutan that explore the shifting landscape of teacher learning, professional development, and pedagogical transformation. The issue spotlights how teacher educators and in-service teachers are grappling with emerging demands - from integrating educational technologies and facilitating complex mathematics instruction, to re-evaluating assessment practices and addressing entrenched norms in teacher education. The authors draw on diverse research methods, including reflective self-study, case study, survey research, and discourse analysis, to examine the tensions, insights, and innovations emerging within teacher education programs and classrooms across global contexts. As teacher roles evolve in response to sociocultural, technological, and policy shifts, the articles in this issue provide critical perspectives on how educators are learning to navigate these transitions. Together, they invite readers to consider the value of reflective practice, digital engagement, and pedagogical flexibility in building responsive and inclusive education systems.

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)0.002
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.057
Threshold uncertainty score0.814

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0000.002
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 head0.018
GPT teacher head0.398
Teacher spread0.380 · 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 designNot applicable
Domainnot available
GenreEditorial

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 routes1
Has abstractyes

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