Flavia GERVASI : Ethnomusicologie et esthétique : de la réflexion épistémologique à la recherche de terrain. Une étude comparative de la vocalité de tradition orale au sud de l’Italie. Thèse de doctorat en musicologie (spécialité ethnomusicologie), soutenue le 16 avril 2012 à l’Université de Montréal, Canada
Bibliographic record
Abstract
Cette these aborde les problematiques epistemologiques et methodologiques relatives a l’etude esthetique des pratiques vocales traditionnelles du Salento (sud de l’Italie). Les deux premieres parties developpent une reflexion epistemologique concernant d’une part, le statut ontologique de l’experience esthetique, de l’autre la pertinence d’une etude esthetique sur un terrain ethnomusicologique. La troisieme et la quatrieme parties exposent la recherche de terrain realisee aupres de deux group...
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.011 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| 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".