Challenges to Music Education: Curriculum Reconceptualized
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
WB ^h ahat do you think about when you hear the word curriculum? External expectations, the documented curriculum, the planned curriculum, the delivered curriculum, the attained curriculum, the hidden curriculum, everything that happens in schools? There is no shortage of definitions in the literature. In their influential book, Leonhard and House wrote that curriculum involves establishing educational outcomes and selecting appropriate learning experiences to help students achieve these outcomes.l In his book about contemporary music education, Mark described curriculum as teaching methods, materials, and tools.2 Labuta and Smith defined curriculum in three ways: as skills-what students must be able to do; as knowledge-what students must know as a result of schooling; and as instructional methods-Orff, Kodaly, Gordon, and so on.3 All of these writers reflect how curriculum has generally been conceptualized in music education. These traditional ways of thinking about curriculum deal with the mechanics of teaching and assume that the way curriculum has been understood is working for students. In this traditional view, curriculum is a linear process involving development, implementation, and evaluation; its implementation is top-down and for music educators
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.076 | 0.004 |
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