MétaCan
Menu
Back to cohort
Record W4401842499 · doi:10.1002/sce.21901

Viewing science teacher learning and curriculum enactment through the lens of theory of practice architectures

2024· article· en· W4401842499 on OpenAlex

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

VenueScience Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsBrock University
Fundersnot available
KeywordsCurriculumPedagogyAccountabilityProfessional developmentMathematics educationScience educationSociologyFaculty developmentPsychologyPolitical science

Abstract

fetched live from OpenAlex

Abstract Science teachers struggle to implement and sustain new curricular ideas from professional development (PD) experiences. These PD opportunities are crucial for enacting real‐world changes to teaching practice and address pressing global challenges, such as the teaching and learning of socioscientific topics nested in school communities. Additionally, it is important to consider how school situative conditions are an important aspect in how science teachers learn, develop, and enact curricular practices in their classrooms. This paper is part of a special issue on Teacher Learning and Practice within Organizational Contexts . The purpose of this conceptual paper is to illustrate how researchers can frame research using the theory of practice architectures (TPA) as a lens to develop a dynamic socio‐material understanding of teacher learning within teachers' working environments and their local school communities. An ongoing multi‐year professional learning study with science teachers in an elementary school and secondary school was analyzed using TPA. Using a philosophical‐empirical approach, observations from PD sessions and collaborative meetings illustrated teachers' practices in the form of sayings, doings, and relatings and their changes over the duration of the observations with associated modifications in schools' practice architectures. Although specific school conditions, such as timetable restrictions and curriculum accountability, constrained teachers' practices they were still enabled to learn and develop their practices. Overall, TPA was found to be an insightful framework for theorizing changes in science teaching practices of teachers' saying, doings, and relatings at their school sites. Future research focused on PD within schools would benefit from using a TPA approach to theorizing science teacher learning and curriculum enactment practices.

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)0.006
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience 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 score0.187
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.005
Scholarly communication0.0000.001
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 head0.075
GPT teacher head0.440
Teacher spread0.365 · 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