Um perfil de formação e de atuação de professores de piano de Porto Alegre
Bibliographic record
Abstract
Este trabalho apresenta os resultados de um survey interseccional realizado com 104 professores de piano atuantes de Porto Alegre. Com relação à formação, cerca de 60% dos professores pesquisados possuem uma formação acadêmica na área de Música e menos da metade cursou o Bacharelado em Piano. A maioria dos professores considera ter aprendido a ensinar na prática e um terço da amostra alega seguir o modelo de seus professores. Quanto à atuação, os locais mais destacados são: a própria casa, seguido da escola de música e da casa do aluno. Os resultados revelaram que os professores investigados parecem aproximar-se dos modelos de professor improvisado, professor artesão e professor como profissional (RAMALHO, NUÑEZ e GAUTHIER, 2004).
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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 | 0.006 | 0.035 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".