Assessing Pre-service Teachers' Beliefs About the Role of the Library Media Specialist
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The revision of Information Power (1998) focuses on building partnerships for greater student learning. While not a radical departure from the previous edition (1988), the recent document emphasizes both greater collaboration and leadership and increased involvement with the technologies of information and learning. This study set out to determine whether teacher education programs were preparing tomorrow's teachers to expect and accept the redefined role of the school library media specialist. It involved the development and the administration of a scale to assess pre-service teachers' beliefs about the role of the school library media specialist. The results of the pilot study reported here are preliminary but suggest that while pre-service teachers distinguish three distinct sets of functions they place more emphasis on those functions associated with information access and delivery than on those related to learning and teaching. Further, pre-service teachers do not appear to understand the role areas of learning/teaching and program administration.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.020 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it