Projection d’enjeux sur le patrimoine musical paysan : analyse des phénomènes revivalistes au Salento (Italie du Sud)
Bibliographic record
Abstract
Dans la foulee de la world music internationale et des tendances glocal des annees 1990, les intellectuels et les politiciens du Salento. – region au sud de l’Italie – engagent autour du patrimoine musical paysan un processus de construction identitaire oriente vers le developpement touristique et socioeconomique du territoire. La reflexion developpee au cours de cette etude vise a expliquer comment une pratique musicale preexistante peut prendre des connotations symboliques inedites a l’interieur d’un nouveau contexte historique et socioculturel, et comment la musique se voit modifiee en ce sens. Le territoire dont il est question se prete de surcroit assez bien a cette demonstration, etant donne qu’un mouvement revivaliste s’etait deja developpe une premiere fois durant les annees 1970 sous l’influence du folk revival americain.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.016 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".