Bibliographic record
Abstract
La place de la culture ne cesse de s'affirmer dans les villes occidentales en initiant un nouveau rapport au monde et en posant les questions de l'organisation urbaine, de la fonction des équipements et du rôle des espaces publics. Cet ouvrage, résultat de recherches et d'échanges menés par les équipes de la Maison des Sciences de l'Homme d'Aquitaine (MSHA) et de l'institut National de la Recherche Scientifique (INRS Urbanisation) de Montréal, propose des regards originaux et diversifiés sur les lieux culturels et les contextes de villes. Ces travaux soulignent à la fois la réhabilitation des “lieux” comme élément support des cultures urbaines et l'émergence de formes inédites de culture ; ils proposent de repenser les équipements et les espaces publics en fonction des processus agissant sur le fonctionnement des villes.
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.
How this classification was reachedexpand
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 | 0.005 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.011 | 0.013 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.681 | 0.003 |
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; both teacher heads agree on what is shown here.
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".