Les sons ne sont pas seuls, si on se soucie de leur sens : orgue sensoriel et socio-bio-écosystèmes musicaux
Bibliographic record
Abstract
A marginal instrument such as the orgue sensoriel (OS), created for disabled people, invites us to interrogate the meaning of musical practices by situating them in their respective contexts of production and reproduction, determined in their material, imaginary and symbolic reality. The eco-logical perspective is chosen for its analytical and descriptive virtues, rather than for its normative implications. In presenting the life and origins of the OS, three concepts exogenous to the field of music are introduced: ecological niche, microbiome and musiculture. As metaphors – figuratively, heuristically and pedagogically rich– they enable the placement of the sounds of OS, and their meaning, in the socio-bio-ecosystems of each (set of) situation(s).Analysts, artists and educators can work creatively and sensitively on those three dimensions to restore complexity and variability to the meaning of musical practices, and to orient new experiences
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.019 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".