TEACHER/THERAPIST COLLABORATION: A SCOTTISH HIGHER EDUCATION INSTITUTION DEVELOPMENT
Bibliographic record
Abstract
The collaborative work is described of a principal speech and language therapist (SLT) and a lecturer in a college of education in Scotland in writing and evaluating a Post Graduate Award Scheme (PGAS) module. This was in response to Her Majesty's Inspectorate's (HMI) (1996) recommendation that teacher education institutions should 'consider the in-service and post-graduate training needs of those working with pupils with language and communication disorders and autism'. Official Scottish Executive Education Department (SEED) statements were examined by analysing HMI (1996) and subsequent official documents. Higher educational (HE) institution statements were read in the PGAS handbook and in the module descriptor (Northern College 1998). Accounts of change are described in the thinking and practice of course members as a result of the module and the implications for future module development are considered.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.000 |
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.
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 teacher head, 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".