Festival des films du monde — Films français : éloge du cinéma de l’Hexagone
Bibliographic record
Abstract
JEAN BEAULII :u Éloge de l'amour 22 )mme le mentionnait Mario Cloutier dans un numéro précédent 1 , le cinéma français semble se îorter mieux que jamais.En 2000-2001, il a réalisé des entrées record depuis bon nombre i'années, avec des films à vocation populaire comme le Pacte des loups, les Rivières pourpres, Taxi 2, la Vérité si je mens 2 et, bien sûr... le Fabuleux Destin d'Amélie Poulain.Signe indicatif de cette bonne santé, le cinéma français diversifie ses atours, refusant de se cantonner dans un seul style (le cinéma d'auteur, toujours nécessaire), d'où son fabuleux destin.Comme c'est le cas toutefois depuis quelques années, les gros canons du cinéma français passent tout droit la sortie Montréal via FFM pour aboutir au Festival international du film de Toronto une semaine plus tard.Ainsi en fût-il cette année des derniers films des Rohmer, Téchiné, Rivette, Doillon, François
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.007 | 0.003 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.026 | 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".