Teachers' Perceptions of School Libraries: Comparisons from Tokyo and Honolulu
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
A survey of teachers' perceptions of school libraries was conducted in 1998 in Ohta-ku in Tokyo, Japan and in the Honolulu District in Hawaii, USA. The results were compared to find similarities and differences and to examine possible influences on the development of school libraries in these locations. Most survey respondents in Ohta-ku and Honolulu acknowledged the importance of the pedagogical role of school libraries and school librarians. Teachers in Honolulu had higher expectations of service from school librarians than did teachers in Ohta-ku. This result was probably due to differences in policy and in the availability of trained school library personnel. There were some other interesting differences between the survey responses of teachers from Ohta-ku and Honolulu, probably because of major differences in the nature of school library development in the two areas.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.001 | 0.007 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.031 | 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 it