Histórias periféricas do bairro de São Miguel Paulista: a Biblioteca Pública Municipal Raimundo de Menezes como centro de memórias: Peripheral stories of the São Miguel Paulista neighborhood: the Raimundo de Menezes Municipal Public Library as a center of memories
Bibliographic record
Abstract
This article aims to analyze a public library named Raimundo de Menezes (Biblioteca Pública Municipal Raimundo de Menezes) and its importance as a cultural and memory center in São Miguel Paulista, at eastern zone of São Paulo, Capital (zona leste de São Paulo). Futhermore, there is a 2024’ events analysis at the library, emphasis on two of them referring to public history: Festival of Memory (Festival da Memória – March) and the Patrimony Day (Jornada do Patrimônio – August), as well as a brief history about this library and São Miguel Paulista. Whose trajectory is based on popular movements and important buildings, such as the Chapel of São Miguel Arcanjo and the Companhia Nitro Química Brasileira (Nitro Chemistry Brazilian Company), and the efforts of independent collectives to preserve the Patrimony and residents’ memories. Keywords: Libraries. Public history. Social history. Memory. Patrimony. Periphery.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.011 | 0.008 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".