Environmental Transformation with Social Value in the “La Primavera” Neighborhood of Sincelejo, Sucre, Colombia
Bibliographic record
Abstract
Objective: the article refers to the preliminary results of an intervention process carried out in a community in the north of the city of Sincelejo, capital of the Department of Sucre, Colombia, whose purpose was the construction of ecological citizenship and the establishment of organizational meta-contingencies that would improve the collective intelligence of the community, raising its self-management capacities. It was a university social responsibility program led by the Corporación Universitaria del Caribe CECAR, for the improvement of the integral management of solid waste and the cultural dynamics related to the coexistence present there. Methods: the methodology of knowledge production focused on the ethnographic systematization of community development experiences applied to the strategies of collective co-creation, urban intervention (construction of an ecopark) and cultural transformation. The process linked the work of an interdisciplinary team of researchers and students of architecture, social work, natural sciences, anthropology and economics, the community and some government and business entities. Results: the results suggest the possibility of establishing meta-contingencies of an organizational nature that initiate a process of transformation if the necessary care is taken in the constitution of the organizational instances of the communities, and that they, once constituted, can drive these transformations if they are constituted as authentic entities, that the change in social habits can be promoted from such instances, that in the process the mobilization of the inhabitants is possible with programs of “ecological art” and that the urban intervention can operate as a scenario of immersion that reinforces the change of collective attitude.
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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 | 0.000 | 0.001 |
| 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 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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".