Bibliographic record
Abstract
WHATEVER HAPPENED TO REALITY: DOGME AND THE REALITY OF FICTION "The 'supreme' task of the decadent film-makers is to fool the audience. Is that what we are so proud of? Is that what ‘100 years' have brought us? Illusions via which emotions can be communicated? ... By the individual artist's free choice of trickery? ... To Dogme 95 the movie is not an illusion!...Dogme 95 counters the film of illusion by the presentation of an indisputable set of rules known as The Vow of Chastity." (extract from Dogme 95 manifesto) AFTER few international successes, Dogmesecretariat, the official entity responsible for issuing Dogme certificates, a guarantee that a film has been made following rigorously Dogme's "Vow of Chastity" is closed. After eight years since the group wrote its manifesto and five years since the movement brought forth its first Dogme film, the contention that "to Dogme 95...
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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 | 0.003 | 0.008 |
| 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 | 0.037 |
| Scholarly communication | 0.015 | 0.010 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.010 | 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".