Composing Together:The Development of Musical Ideas with Students and Teachers
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
Contemporary Canadian pieces are performed and studied infrequently in school music programs due to their complex nature. The Ottawa-Carleton District School Board and the Canadian Music Centre commissioned 18 composers to compose a piece of educational music during a multi-year, multi-site research project entitled Making Music: Composing with Young Musicians. The musical pieces were written in collaboration with teachers and students. The following research question was addressed: How can musical ideas be conceptualized and developed with students and teachers? In their composition reports, the composers emphasized the importance of listening to students. Listening helped the composers understand the types of music students were familiar with, and to discern students’ instrumental abilities. Musical ideas were developed when students worked individually and in groups. Furthermore, composerteacher feedback, as well as teacher facilitation, facilitated a healthy exchange of musical ideas. These findings may be of interest to music teachers, post-secondary music educators, composers, and Canadian music publishers.
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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.020 | 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