MétaCan
Menu
Back to cohort
Record W3165851548 · doi:10.1080/10476210.2021.1920910

The practicum-mentor identity in the teacher education context

2021· article· en· W3165851548 on OpenAlex
Antoni Badia, Anthony Clarke

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueTeaching Education · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPracticumDialogical selfPedagogyContext (archaeology)Identity (music)PsychologyTeacher educationCoachingProfessional developmentMathematics educationSocial psychology

Abstract

fetched live from OpenAlex

This study describes the practicum-mentors’ identity in a teacher education context based on Dialogical Self Theory (DST) and the related ‘position’ and ‘I-position’ concepts. Participants were 48 Spanish and Canadian primary and secondary teachers who participated via an online written survey. The data were analysed using qualitative and quantitative procedures. Findings show a comprehensive description of nine types of positions and twenty types of I-positions. Based on these categories, three clusters of practicum-mentors, which represent three different ways of being a mentor, were identified: (1) a collaborative partner focused on student-teacher (ST) professional development, including the design, and teaching of ST skills acquisition; (2) a collaborative partner focused on design, teaching, and assessment of ST skills acquisition, and (3) a coaching partner focused on teaching and individualised ST learning. The findings can promote closer collaboration between universities and schools concerning the design of more relevant professional development for mentors based on the three identified ways of being a mentor.

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)0.004
metaresearch head score (Gemma)0.003
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 score0.425
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
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 head0.052
GPT teacher head0.438
Teacher spread0.387 · 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