Bibliographic record
Abstract
The present study aims at further examining an interesting finding of a recent empirical research on Hong Kong adults’ participation in African drumming from a sociological perspective by adopting some Bourdieuan concepts. Results of the semi-structured interviews with 82 informants with diverse musical backgrounds and occupations concur that African drumming was hardly evident in Hong Kong before 1991, but related learning programmes have burgeoned in recent years. This study finds that the rise of African drumming among adult music learners over the past two decades in Hong Kong where the African residents only amount to a very small proportion (less than 0.3%) of the total population is the consequence of the two-phase habituation of a receptive attitude towards the ethnic musical tradition. The new habitus has been gradually formulated by highly acknowledged individual and group, first in the field of professional education of percussionists and later in the field of community music, where the cultural capital of African drumming has been increasingly convertible into symbolic capital and economic returns.
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How this classification was reachedexpand
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 | 0.001 | 0.003 |
| 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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".