Bibliographic record
Abstract
Damnation (Béla Tarr, 1988) se signale par un rendu esthétique d’un caractère particulier qui dépasse l’étroite perspective historique et s’ouvre sur celle de l’immanence temporelle. Les images sombres, sordides et lugubres du film ne représentent pas le monde réel, ni ne visent la métaphysique sous-jacente. Elles dénotent, en fait, un effort créatif pour capter le simple événement, la formation d’un mouvement de déplacement dans lequel le monde, l’image et le spectateur s’entrecroisent dans un état constant de devenir. En ce sens, le film met en scène une confrontation directe avec les possibilités virtuelles de la vie et contribue à l’imagination d’une réalité plus profonde. À la lumière de la conceptualisation de Gilles Deleuze de l’image-temps ou l’image-cristal, l’auteur avance que Damnation s’appuie sur une vision holistique du réel et du créatif pour établir une relation excessive-intensive avec l’extérieur.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.019 |
| Scholarly communication | 0.008 | 0.006 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".