'It's cool because we like to sing:' Junior High School Boys' Experience of Choral Music as an Elective
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
This study examines the participation of junior high school boys in choral music. Informants were eleven males, three females, and the teacher of a twenty-seven member grade 8/9 class at a suburban school. Data collection techniques included interview, observation, participant observation, and the examination of material culture. Data analysis involved the preparation of field notes and interview transcripts, document analysis, and study of the field note/interview text. Triangulation was achieved through the cross-referencing of informant statements and researcher observations. Four major themes emerged: motivation to join and remain in the choir; acquisition of musical skills, knowledge, and attitudes; repertoire preferences; and perception of the choral experience. Factors motivating boys' membership in choir were love of singing, teacher influence, and peer influence. Boy choristers were musically skilled, knowledgeable and articulate. They had clear though varied repertoire preferences. Perceived benefits from choir membership are discussed according to musical, non-musical, social, and teacher aspects.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 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 it