Attitudes of Student-teachers towards Written Teacher’s Guide
Bibliographic record
Abstract
The literature on Teacher’s Guides combines knowledge of discipline-related content and pedagogy-related content in reference to the objectives and contents of the Ministry of Education curriculum. It serves as a self-study tool that provides guidelines of how to teach in light of the various changing goals and needs of the teacher. The corpus on which this research focused was the Teacher’s Guide for Hebrew literature and the question we focused on was: Do student-teachers of Hebrew literature at a teacher education college who use this tool find that it meets their expectations? The qualitative and quantitative findings of the research, which involved 21 student-teachers for Hebrew literature at a teacher education college, led to the conclusion that the students’ expectations of the Teacher’s Guide differ from the disciplinary qualities and especially the didactic qualities it actually contains. The Teacher’s Guide is not organized in a manner suited to student-teachers even though they are a primary target audience for it.
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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 | 0.000 | 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".