Soulèvements iraniens. Enjeux contemporains du cinéma et des arts visuels en Iran
Bibliographic record
Abstract
« Pourquoi devrais-je m’arrêter ? Pourquoi ? »Forough Farrokhzad, Seule la voix demeure Une femme et son cri : guttural, désespéré, tourné vers le ciel de nuit depuis une voiture en course ; ses bras s’agitent dans les airs et hurlent, eux aussi, à la victoire après une fuite effrénée des protagonistes pour échapper à une agression. Mais on le comprend vite : la puissance inouïe de ce cri viscéral, libératoire, presque bestial, transperce l’écran et nous parvient tout droit avec toute sa force, c’est le cri de la liberté. Liberté de hurler sans retenue « Fuck you ! ». Liberté de laisser ses cheveux dispersés au vent, au mépris de toute interdiction. Il devient alors évident que dans cette figure de rébellion rien ne sépare la forme de sa signification...
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 | 0.001 | 0.001 |
| 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 | 0.004 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.022 | 0.003 |
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".