Doubling and Redoubling Bergman: Notes on the Dialectic of Disgrace and Disappearance
Bibliographic record
Abstract
ABSTRACT: This paper plots the interrelations of some of the oppositions pervading the work of Ingmar Bergman, particularly ones between Romanticism and Expressionism, a Scandinavian cinema and a German one identified with the natural and the stylized respectively, art cinema and traditional art, masculine and feminine, and face and mask. In each case, selecting one pole nevertheless leaves the other in play. The works’ unsettled status reflects their positioning between an art cinema that risks alienating audiences, and a tradition threatened by inauthenticity. Bergman’s concern with the dangers of the self’s visibility correlates with themes of shaming and with the difficulties of the actor’s status, which accentuate those of a modernity characterised by mobility. One consequence, a simultaneously real and metaphorical feminization of the male artistic self, entails a dual conceptualization of disappearance, which oscillates between the positive and the negative. Identity becomes always double, each face a mask, and vice versa.
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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 | 0.006 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.021 | 0.070 |
| Scholarly communication | 0.011 | 0.007 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".