Changing Urban Movements Repertoires Following the Erosion of Porto Alegre’s Participatory Budgeting: From Institutionalized Participation to Deinstitutionalization
Bibliographic record
Abstract
ABSTRACT In Brazil, numerous participatory institutions have been suspended over the past decades, including many participatory budgeting (PB) programs at the municipal level. Since the introduction of PB in Porto Alegre in 1989, extensive literature has discussed its effects on the way urban social movements make demands. However, the suspension of many PBs across Brazil raises a new question: how do these movements adapt following the loss of an arena that had become central to their efforts? Looking at the pioneering experience of Porto Alegre’s PB, whose progressive erosion started in 2002, I argue that urban movements have since shifted away from institutionalized participation routines, and adopted new routines that combine bureaucratic activism with proximity politics. Focusing on these movements’ repertoires of interactions I argue that the erosion of PB led to the deinstitutionalization of urban social movements.
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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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.015 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.006 |
| 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".