Cinéma ambulant et implantation urbaine : l’activité de William Shaw dans le contexte des Cantons-de-l’Est
Bibliographic record
Abstract
Le projectionniste ambulant William Shaw, qui a sillonné pendant plus de 30 ans la région des Cantons-de-l’Est, devient dans cette étude le riche cas d’espèce d’une étude plus large des projections ambulantes et des rapports entre le monde rural et urbain autour du cinéma des premiers temps. La ville est alors un lieu de sédentarisation pour les exploitants et un lieu d’arrêt pour les projectionnistes ambulants, tandis que la foire agricole joue le rôle d’interface entre la ville et la campagne et devient le lieu de rencontre privilégié avec le cinéma. Au cours de l’histoire, les projections ambulantes développent des pratiques particulières de plus en plus en décalage avec les pratiques urbaines. Le cas le plus flagrant est la permanence de la projection muette alors que le cinéma devient parlant.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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 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".