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Record W3018602607 · doi:10.1080/17425964.2020.1758654

Disrupting My Teaching Practices: A Teacher Educator Living as A Contradiction

2020· article· en· W3018602607 on OpenAlex
Tim Buttler

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueStudying Teacher Education · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsBurman University
Fundersnot available
KeywordsContradictionPedagogyTeacher educationSociologyTeaching methodStudent teachingTeacher preparationMathematics educationPsychologyStudent teacherEpistemologyPhilosophy

Abstract

fetched live from OpenAlex

As a teacher educator, I became concerned that my practice did not reflect my constructivist perspective. This realization disrupted my belief about my teaching efficacy. I understood that teacher education is often criticized for not sufficiently preparing teachers. Was I part of the problem? As a result, I initiated this study to examine my practice to identify how I might align my beliefs and practice. Using a self-study approach, I analyzed my teaching practices in a high school science classroom and during a science teacher education course. Brooks and Brooks’ guiding principles of constructivism provided the lens, and qualitative coding mechanics provided the basis for analysis. Finally, using a modified Theory of Planned Behavior, the findings revealed that I struggled to initiate meaningful constructivist-oriented activities in a high school setting. In a subsequent teacher education course, I exhibited a deeper understanding and application of constructivist-oriented pedagogies. The results lead to recommendations for my continual development, for other teacher educators who discover that they are also living as a contradiction, and for graduate schools who prepare teacher educators.

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.

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)0.014
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.258
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.180
GPT teacher head0.443
Teacher spread0.262 · 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