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Record W4407568787 · doi:10.1080/10476210.2025.2462299

<i>‘We can help when you lose your way.’</i> High-school students’ reflections on pre-service teachers and the teaching practicum

2025· article· en· W4407568787 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.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueTeaching Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCollaborative Teaching and Inclusion
Canadian institutionsBishop's University
FundersBishop's University
KeywordsPracticumMathematics educationPedagogyPsychologyService (business)SociologyBusiness

Abstract

fetched live from OpenAlex

Classroom students are stakeholders in initial teacher education given that many preparation programs include field-based practice in classroom settings as a certification requirement. Owing to their frequent contact with pre-service teachers (PSTs) during practicum periods, students are well positioned to contribute to PSTs’ learn-to-teach experiences. Practicum scholarship, however, commonly positions classroom students as passive participants, or bystanders, tending to overlook their learning relationships with PSTs. Utilizing group interviews with students from three high schools in Québec (Canada), this qualitative study asked the following: How do high-school students experience practice teaching? How might students’ experiences with practice teaching inform PSTs’ professional learning? The findings highlight ways PSTs and practice teaching have the potential to both enhance and impede students’ learning and classroom experiences. Students widely acknowledged that they have an important role to play in supporting the professional learning of PSTs. Drawing on the theory of practice architectures, the student testimonies shared in this study incite initial teacher education programs to develop contemporary models of practicum mentorship that support reciprocal learning relationships between PSTs and their students.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.558
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.000
Scholarly communication0.0010.001
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 head0.029
GPT teacher head0.407
Teacher spread0.378 · 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