Responsabilidade educacional na Câmara dos Deputados e no Senado Federal
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Este artigo analisa os projetos de lei de responsabilidade educacional em disputa no Brasil, cujo trânsito ocorre na Câmara dos Deputados e no Senado. Essas iniciativas emergem como possibilidades para responder aos problemas do sistema educacional, cada vez mais afetado pelas desigualdades socioeconômicas e regionais. Assim, a realização desta pesquisa se deu através de uma análise documental dos Projetos de Lei 7420/2006, da Câmara, e 88/2023, do Senado, subsidiada, por mediações elaboradas de acordo com a literatura especializada, em autores como Costa e Vidal (2020), Simões (2016), Filipe (2021), Souza e Cabral Neto (2018) e Ximenes (2012, 2014), os quais estudam o fenômeno da responsabilidade e responsabilização educacionais. Em síntese, os projetos apresentam abordagens divergentes sobre a qualidade do sistema educacional e a responsabilização de gestores e educadores, refletindo a complexidade de se garantir educação pública de qualidade no Brasil.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.014 |
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 it