Bibliographic record
Abstract
AN 'INCORRIGIBLE MUSIC': INGMAR BERGMAN'S AUTUMN SONATA Despite the wide critical acclaim and discussion of many films directed by Ingmar Bergman, Autumn Sonata (1977) has still not received much detailed critical attention. We shall attempt to redress the balance by discussing different kinds of aesthetic construction, particularly musical forms, presented in Ingmar Bergman's Autumn Sonata. A discussion of the different kinds of music featured in the film will be opened out to examine tensions between different kinds of aesthetic expression within the film generally. Sometimes it is eccentric to discuss the details of one medium (that of film) using templates of another medium (music). However, the very title Autumn Sonata invites analogies between music and film forms, music is of central importance in this film, and Bergman often describes his films in musical terms.(1) First, I shall consider two different modes of expression in music (generally...
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 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 teacher head, 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".