Bibliographic record
Abstract
Cet article montre que la violence exacerbée sur les écrans de nos salles obscures vient, essentiellement, de ce que les images cinématographiques commerciales sont devenues des représentations stéréotypées du réel, faisant fonctionner les codes de fascination, entraînant le « choc de la violence figurative du représenté » et produisant « un état de rêve induit chez le spectateur » (Deleuze). Dès lors et inversement, quand il arrive que les images s’étoffent et se nourrissent de symboles pat le travail de l’artiste-cinéaste, la violence n’amène plus nos mains à couvrir nos regards apeurés... Ainsi, contrairement à des oeuvres qui expriment la pensée complexe, comme Paysages dans le brouillard d’Angelopoulos (1989), Jurassic Park de Spielberg (1993) est le paradigme parfait de l’oeuvre close et de l’entreprise immorale.
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.010 |
| Scholarly communication | 0.006 | 0.006 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.022 | 0.002 |
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".