MétaCan
Menu
Back to cohort
Record W4379054245 · doi:10.21083/ajote.v12i1.7164

Practice schools as third spaces? Navigating the continuum between hierarchical models and collaborative partnerships in teaching practice in South Africa

2023· article· en· W4379054245 on OpenAlexvenueno aff
Sarlina Gertruida Le Roux, Rina Lemmer

Bibliographic record

VenueAfrican Journal of Teacher Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCollaborative Teaching and Inclusion
Canadian institutionsnot available
FundersUniversity of Pretoria
KeywordsGeneral partnershipCognitive apprenticeshipNarrativeSpace (punctuation)ApprenticeshipPedagogyMathematics educationSociologyPolitical sciencePsychologyComputer scienceGeography

Abstract

fetched live from OpenAlex

Mentoring student teachers is a fundamental approach in teaching practice. Traditionally, teaching-practice models have been based on cognitive apprentice approaches and have been hierarchical in nature. Problems with finding suitable schools for teaching practice and mentoring experiences have been challenging, which has led to the implementation of collaborative partnership approaches. In South Africa, minimal research has been undertaken on the establishment of partnerships to strengthen teaching practice, with work in the third space almost non-existent. The research question under investigation in this paper is as follows: How do we move away from hierarchical models of teaching practice and establish collaborative partnerships between schools and universities? The paper is underpinned by both third space theory and border theory. The aim of the paper is, first, to explore the challenges encountered with the hierarchical models used in teaching practice. Second, we explore what collaborative educational partnerships entail and investigate the various models used internationally to establish partnerships between universities and schools to strengthen teaching practice. This non-empirical paper uses a secondary-source data design that draws on existing texts, research findings, and journal articles. A qualitative research approach has been employed as it allows a narrative description of the data collected. An interpretive approach is employed to interpret and to discuss the findings. The paper concludes by reviewing practice schools as a type of school that allows lecturers, teachers, and students to cross institutional borders and collaborate in the third space.

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.

How this classification was reachedexpand

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)0.016
metaresearch head score (Gemma)0.030
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.164
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0160.030
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.003
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 head0.055
GPT teacher head0.401
Teacher spread0.346 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueAfrican Journal of Teacher EducationSame topicCollaborative Teaching and InclusionFrench-language works237,207