The Participatory Creative Music Hub: Process Over Product
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 community-based project, the Participatory Creative Music Hub (the Hub) was developed by the Canadian New Music Network (CNMN) to research, create, and distribute an online resource to inspire creativity in music and sound for all. In addition to inspiring people of many backgrounds to create their own music, the process of building and sharing the Hub has helped to develop a sense of community among diverse creative practitioners across Canada. In doing so, it has raised questions about both the aesthetic and social values of music. In recent years, on an organizational level, CNMN’s focus and scope has transitioned from a primarily industry-focused network dedicated to building professional networks and opportunities to an outward-looking, knowledge- and resource-sharing network actively cultivating a more inclusive member base and connecting with other sectors. The Hub is one of the CNMN’s recent initiatives that is working to redefine the place of music in Canadian society and shift ideas around who can and does make New Music across Canada, and where, how and why people make music. In this article, we propose that the Hub also performs socially engaged practice-based research that models an expanded imaginary for creative music and sound in contemporary Canadian society.
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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.002 |
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