Um samba nas quebradas do mundaréu : a história do samba paulistano na voz de Geraldo Filme, Zeca da Casa Verde, Toniquinho Batuqueiro e Plínio Marcos
Bibliographic record
Abstract
The present dissertation has as its object of study the album "Plínio Marcos em Prosa e samba, com Geraldo Filme, Zeca da Casa Verde e Toniquinho Batuqueiro", recorded in 1974 by the Chantecler studio.The research's goal is to understand the process through which those four artists have created a historical narrative about the samba in São Paulo.Accordingly, the research investigates the social context in which the artists met, worked together and recorded the album.To accomplish that, this study analyzes the album's structure and its constituting elements: the songs, the musical structure and narrative interventions made by Plínio Marcos.The combination of those components creates a discourse that aims at giving legitimacy to the idea of a samba paulista, featuring a distinctive history and different features from other regional samba traditions.The research finds a process of identity construction as present in the production of the record, a hybrid text about the samba paulista and the city of São Paulo.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.012 | 0.010 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".