Bibliographic record
Abstract
systèmes distincts, problèmes identiques par Jean Pierre Lefebvre C'est la conclusion que m'inspire la lecture de l'exhaustif rapport de synthèse du Club des 13 sur la situation du cinéma français en comparaison de celle des cinémas canadien et québécois.Et on ferait probablement un constat identique au sujet des cinémas nationaux du monde entier frappés eux aussi par le virus de la marchandisation et du formatage, de même que par l'érosion de la cellule scénariste-producteur-réalisateur, thèmes récurrents du rapport.Bref, «[o]n continue à vivre sur l'idée que le cinéma est à la fois un art et une industrie (puissance de la pensée d'André Malraux), alors qu'entre-temps, il est devenu essentiellement un commerce» (p. 7).Mais avant d'aller plus loin, deux mises au point s'imposent.
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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.015 |
| Science and technology studies | 0.013 | 0.012 |
| Scholarly communication | 0.011 | 0.007 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.012 | 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".