La ciudad astuta, potencias de la metis y la mentira
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
Se estudia la ciudad como el cumulo de juegos y disputas entre las intenciones reguladoras del espacio y las respuestas de los usuarios; la ciudad topológica y tropológica en interminable interacción. La Metis, astucia, siempre en resolución del duelo entre las tácticas y las estrategias como manifestaciones urbanas. No se trata de estudiar la ciudad desde una dualidad, se intenta analizar los comportamientos de distintas fuerzas, ordenadoras y evasivas, -astucias ambas-en la configuración del espacio urbano y las distintas apropiaciones que se hacen de él. \nMedellín ejemplifica la ciudad ideal para el estudio de las potencias de la metis y la mentira, dadas las condiciones de intención ordenadora y las fugas que se proponen a estos controles. Se presentan distintos ejemplos de la presencia de la astucia urbana: retóricos, dramáticos, expuestos, ocultos, en movimiento y mutación; que terminan por sugerir un aspecto recurrente de apropiaciones astutas en las ciudades latinoamericanas./Abstract. City is studied as a bunch of games and disputes between arreging intentions of the space and the users answers. Metis, astuteness, always resolves the duel between tactics and strategies as urban manifestations. This is not about to study the city from a duality. This is an attempt to analyze the configurations and appropriations of the urban space from the behavior of different forces, like controllers and evasives, -both astuteness. \nMedellín is an ideal example to study the metis and lie potencies, because in one hand, there is a control intention and in the other, there is a trick to scape. \nDifferent examples appear in this text, all them about the urban astuteness. And they suggest a recurrent aspect that is present in almost all Latin American cities
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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