‘Look at the balloon blow up’: Student teacher-talk in linguistically diverse Foundation Phase classrooms
Bibliographic record
Abstract
This article provides vignettes from teaching practice site visits in linguistically diverse South African Foundation Phase classrooms. The purpose is to point to the complexity of encounters between student teachers and learners when neither are first language speakers of English, the instructional language. The vignettes presented here suggest the potential negative social and pedagogical consequences for learners, in part due to teachers’ lack of awareness that language can create a barrier to learning. In noting instances of instructional dissonance, the article concludes by underlining the need for teacher education to include more content relating to the critical role of language in learning as well as to the importance of recognising the rich linguistic and cultural repertoire that learners bring to the multilingual classroom. In addition, teacher graduates’ proficiency in the language of instruction cannot be assumed to be adequate; this requires focused attention in policy documents and in teacher education programmes.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.030 | 0.013 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.002 | 0.010 |
| Research integrity | 0.007 | 0.008 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".