The Importance of the University Campus Program in Preservice Teacher Education
Bibliographic record
Abstract
The university campus component of preservice teacher education is often seen as overly theoretical, fragmented, and unconnected to practice. Indeed, some commentators maintain that a key step in the “reform” of teacher education is to reduce the time student teachers spend on campus. In response, teacher educators have made a number of suggestions for improving the campus program. Building in part on those suggestions, the authors modified the campus aspect of a preservice program. In this study, student teachers’ views were elicited on the redesigned campus program. Whereas the student teachers made several recommendations for improving the campus program, all said it had a major impact on their development as teachers. In particular, it helped them acquire broad goals for teaching, broad pedagogical approaches, specific skills, curriculum knowledge, and a sense of themselves as professionals. However, this impact was largely dependent on program structures and approaches that, to be viable, require significant institutional support.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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".