Civil Rights Meet Civil Engineering: Urban Public Space and Traffic Logic
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
Résumé En dépit de divergences idéologiques, les travaux savants sur l'espace public entendu comme site de rencontre entre les gens ont eu tendance à se centrer sur ses aspects éthiques et politiques. Cela s'est fait au détriment de ce que l'auteur nomme «la logique de circulation», une perspective envahissante de l'espace public qui fait valoir le mouvement et le flux des piétons et ne discrimine guère entre des corps et des choses. L'article illustre la fréquence et les conséquences de la logique de circulation en référant aux règlements municipaux de Vancouver. L'auteur relève ses importantes conséquences grâce à de brèves discussions de cas impliquant la mendicité et des manifestations publiques. L'étendue de la logique de circulation et l'évidence bureaucratique, bien qu'importantes, permettent mal de discerner ses effets comme sa portée. Forme influente bien que courante de la gouvernance urbaine, elle exige un examen plus minutieux.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it