Students and Teachers in High Schools for the Visual and Performing Arts
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
Little is known about the students and teachers in high schools for the visual and performing arts. This study was conducted to examine the affective dimensions, particular needs and interests, and distinct patterns of characteristics of these students and teachers. Students (N=191) and artist/teachers (N=102) in high schools for the visual and performing arts located throughout the U.S. and Canada participated in the study. All participants completed a questionnaire on demographic information, self-perceptions about personal traits, and self-opinions about learning and teaching in the arts; Rotter's Generalized Expectancies for Internal Versus External Control of Reinforcement; and the Myers-Briggs Type Indicator, Form F. Arts students also completed the Spielberger State-Trait Anxiety Inventory. The findings suggest that the majority of secondary arts students and their artist/teachers share an intuitive orientation.
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 | 0.000 |
| 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 it