Bibliographic record
Abstract
THE EXISTENTIAL FRAMEWORK OF ZENTROPA'S NARRATIVE: A CLASH OF TWO NATIONAL IDENTITIES "... The difference between what you should be and what you are is something that means quite a lot to me. That's why idealism, or the idealist, interest me as much as they do".Lars Von Trier. (Tranceformer: A Portrait of Lars Von Trier) Lars Von Trier is considered by some film critics to be Denmark's most gifted director since Carl T. Dreyer. His highly technical and innovative style have brought him international recognition at prominent film festivals, including the most prestigious prize Palme d'Or at Cannes, which he received recently for his work Dancer in the Dark (2000). His innovative approach to narrative film is made manifest in his co-authoring and co-founding of "Dogma 95" a group intent on reforming mainstream aesthetics in order to return to a perceived lost authenticity in cinema.(1) This reform...
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.036 |
| Scholarly communication | 0.009 | 0.008 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".