La Jeune sociologie urbaine francophone
Bibliographic record
Abstract
Réunis au sein du comité de recherche « Sociologie urbaine : villes, sociétés et action publique » de l'Association internationale des sociologues de langue française, douze jeunes chercheurs apportent un regard neuf sur des questions fortes de la sociologie urbaine, notamment la ségrégation, la production et l'expérience de la ville. Pour les aborder, ils mobilisent d'autres disciplines ou d'autres champs de la sociologie - la famille, l'action publique, le travail -, et renouvellent les méthodes et les terrains. Il en ressort un tableau complexe, où le nouveau centre d'affaires d'Istanbul côtoie le périurbain, l'espace public ou les quartiers gentrifiés de Paris, Montréal ou Milan, au même titre que les copropriétés fermées, légales ou non, d'Amérique latine. L'espace-temps des travailleurs saisonniers rencontre celui du retour en vacances au « bled » ou celui, quotidien, des jeunes habitants de « zones urbaines sensibles » franciliennes. Mais toutes ces recherches convergent sur un point : elles marquent le retour de l'espace dans la sociologie urbaine.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.008 | 0.005 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.014 | 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 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".