Bibliographic record
Abstract
Villes et ports connaissent des évolutions importantes qui sont concomitantes, pour partie convergentes mais parfois concurrentielles. Ainsi la désaffection des anciens bassins permet de reconstituer un contact urbain avec le littoral, la tertiairisation portuaire et le retour des passagers rapproche les services maritimes de ceux de la cité. Toutefois, le short shipping peut avoir besoin de darses aujourd’hui obsolètes et l’on doit s’interroger sur le sens d’opérations fortement fondées sur les loisirs. Au cours des cinquante dernières années, on a pu observer plusieurs types de modèles de recomposition : la reconstruction, le renouvellement du centre ville tel qu’illustré par Baltimore, la business city correspondant aux Docklands de Londres, la sensibilité écologique et paysagère de Montréal et enfin un modèle peut-être plus intégrateur avec Euroméditerranée à Marseille.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".