The Political Economy of Participatory Democracy in Brazil: A Case Study of Lages, 1977–1982
Why this work is in the frame
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Bibliographic record
Abstract
J. Ricardo Tranjan’s “The Political Economy of Participatory Democracy in Brazil: A Case Study of Lages, 1977–1982” presents a historical, political-economic analysis of one of the precursory participatory municipal administrations in Brazil in the city of Lages, Santa Catarina. Tranjan considers how capitalist development may spur democratization processes by altering the balance of class power in favour of subordinate classes. This study of the Lages case demonstrates that including popular participation in local government was, at one point, a deliberate political move against one sector of the local ruling class, and was made possible by shifts in interclass power that resulted from changes in structural conditions. Tranjan’s political-economic analyses help us better understand the motivations of those pushing participatory reforms, the challenges they face, and the format of participatory initiatives.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it