Bibliographic record
Abstract
Dans cet article, les auteurs étudient l’évolution des salles de cinéma dans la ville de Düsseldorf entre 1920 et 1989, en particulier les développements de l’après-guerre. Entre 1945 et 1959, le nombre de salles augmente continuellement ; la première ferme en 1960, inaugurant un développement dégressif. En 1969, une nouvelle stratégie se manifeste : la partition d’un cinéma en plusieurs salles, ce qui deviendra une pratique dominante au cours des années 1970, selon un développement toutefois non linéaire ni homogène. L’article cherche à retracer la complexité de ce processus en tenant compte, entre autres, des phénomènes de croissance antérieurs entre 1920 et 1945, ainsi que des conséquences de changements sociaux pour le mode d’exploitation de salles. Il y retrace l’évolution adaptative des exploitants de cinémas qui sont passés de la formule « un bâtiment = une salle » à celle du cinema centre.
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 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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.010 | 0.008 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.017 | 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".