Barrio por barrio: reclamando nuestras ciudades / Neighborhood by Neighborhood: Reclaiming Our Cities.
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
Resumen Muchos urbanistas siguen planificando las ciudades al margen de sus habitantes. Este texto plantea la necesidad de recuperar el protagonismo de las personas y de su “derecho a la ciudad”, centrando los esfuerzos en la mejora de los espacios en que desarrollan su experiencia cotidiana: los barrios. Para ello primero se analizan las propiedades que caracterizan a un barrio y posteriormente se plantea un posible plan de intervencion, que debe comenzar con la asuncion, por parte principalmente de las autoridades competentes, de las necesidades de las personas como eje principal de la planificacion urbana. En todo el proceso debe contarse con la participacion de la gente, identificando y delimitando sus propios barrios y poniendo sobre la mesa tanto sus necesidades y prioridades como sus recursos y capacidades para colaborar en un proceso gradual de mejora. Palabras clave: Plan de Barrio, planificacion participativa, ciudad social. Abstract Many planners and architects continue to plan cities without taking their inhabitants into account. This text dwells on the need to recover the role of people and their “right to the city” and focuses on efforts to improve the spaces in which citizens can develop their day-to-day experiences (neighbourhoods). To do this, it is necessary to first analyse the properties of the neighborhoods in question and then establish an intervention plan, which must start off with the assumption, by the most important competent authorities, of the needs of citizens as the basic line of town planning. Citizens must take part in the entire process, identifying and delimiting their own neighborhoods and explaining their needs and priorities, and their resources and capacity to collaborate in a gradual process of improvement. Keywords: Neighborhood Plan, Participatory Planning, Social City.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.005 | 0.005 |
| Meta-epidemiology (broad) | 0.006 | 0.003 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.007 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.006 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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