MétaCan
Menu
Back to cohort
Record W4386225150 · doi:10.1080/17425964.2023.2250822

Place as Teacher: Community-Based Experiences, Third Spaces, & Teacher Education

2023· article· en· W4386225150 on OpenAlex
Alison Leonard, Amy Burns, Erica R. Hamilton, Linda Taylor, Hilary Tanck

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

VenueStudying Teacher Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous and Place-Based Education
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsTransformative learningTeacher educationPedagogySpace (punctuation)SociologyField (mathematics)Mathematics educationPsychology

Abstract

fetched live from OpenAlex

This study focuses on the systematic collective reflections of four teacher educators as they interrogate their own practice engaging in community-based settings, specifically considering how these settings can serve as an additional teacher. It is informed by a theory that centers educational experiences within the community and is guided by Gutiérrez’s use of the concept of third space. Connected to third spaces, the results of this study reveal that traditional PK-12 settings serve as the first spaces, the university teacher education programs as the second spaces, and the community-based settings as third spaces. Results showcase how these third spaces can be transformative for teacher educators as they consider preservice teachers’ learning. Findings are drawn from a 2-year collective self-study of four teacher educators facilitating community-based field experiences in the United States and Canada. Analysis of the teacher educator reflections of their observations revealed the transformative ways in which these community-based places, as separate and unique constructs, acted as a teacher for preservice teachers when working in community-based settings. This study presents arguments for integrating community-based field experiences within teacher education, particularly as such places can support and facilitate preservice teachers’ learning.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.282
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0040.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.059
GPT teacher head0.371
Teacher spread0.312 · 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