Social movements and the circulation of agroecology in Madrid’s policy and sociopolitical landscapes
Bibliographic record
Abstract
The policy mobilities framework aims to understand the things, spaces, moments and people that contribute to the diffuse, non-linear and power-laden processes involved in the circulation and mobilization of ideas in cities. Recent contributions work to strengthen the framework’s ability to capture the role of social movements and civil society members therein, notably when it comes to the mobilities of counterhegemonic ideas. Here, we investigate the circulation of agroecology in Madrid, Spain, using a combination of participatory and non-participatory observations, semi-directed interviews and documentary research. Our results highlight a dual role played by movement actors in the circulation of the agroecological framework: on the one hand, they disseminate the project while, on the other, they protect its transformational imaginary by limiting its circulation. These results attest to the contribution of ordinary practices and spaces in the dissemination and infiltration of counterhegemonic ideas, as well as to a wide range of new ideas and practices arising from a social movement’s interactions with local administrations.
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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 | 0.005 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.007 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".