Bibliographic record
Abstract
Aspects of both the functionalist and interactionist schools in sociology consider formal education as a form of social reproduction. Despite the large number of students that participate in school jazz programs at the secondary level, very little research examines jazz education practices at this level. This paper is a re-interpretation of data collected for the author’s Master’s thesis that examines jazz education practices at the secondary level.
 
 Interviews of selected experts revealed that improvisation is considered fundamental to jazz curricula, and yet it is largely neglected in the performing practices of school jazz ensembles. The kinds of jazz education practices that exist in schools would seem to raise several important questions. With what kind of community of practice are students engaging? What kinds of meanings are students able to construct and negotiate, given the practice of performing commercial, Big Band arrangements? What message is communicated when improvisation is largely or completely neglected in school instruction, in favour of ‘polishing’ the sound of the orchestrated passages? School jazz education practices are examined through the theoretical lens of Lave and Wenger’s ‘situated learning,’ with implications presented for culture and society.
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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 | 0.008 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.012 | 0.008 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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 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".