Passé glorieux contre mémoire interdite : deux cinémas algériens antagonistes
Bibliographic record
Abstract
Après s’être effondré dans les années 1990, le cinéma algérien refait surface sur la scène internationale depuis la fin de la guerre civile (1992-2003). La reprise de la production à partir de 2005 a vu émerger deux cinémas algériens antagonistes en concurrence pour l’écriture de l’histoire nationale. D’un côté, un cinéma de propagande nationaliste, généreusement financé par l’État, réinvestit le passé glorieux de la guerre d’indépendance (1954-1962), afin de mieux occulter les horreurs de la « décennie noire ». De l’autre, un cinéma d’auteur, financé par l’étranger et ancré dans le temps présent, prend en charge la mémoire douloureuse de la guerre civile et donne à voir la déchirure d’une société algérienne contemporaine en état de sidération.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.005 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".