Bibliographic record
Abstract
CZECH SURREALISM AND CZECH NEW WAVE REALISM: THE IMPORTANCE OF OBJECTS AbstractThis article examines a major difference between French and Czech Surrealism as exemplified by their attitudes to film. It engages in a close analysis of three films by documentary-influenced Czech New Wave directors whom the Prague Surrealist group admired: Miloš Forman, Ivan Passer and Jan Němec. The analysis focuses on the way in which objects in these films can take on multiple meanings depending on their context. It concludes that such objects suggest a broadening of possibilities in everyday life and in this respect correspond to both Surrealist goals and to the experience of living in a society in the process of political liberalization. The Paris Surrealist group's favourite Czech New Wave film was Věra Chytilová's highly experimental Sedmikrásky (Daisies, 1966); the Prague group, by contrast, preferred the documentary-style approach of Miloš Forman and Ivan Passer...
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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 | 0.001 | 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 | 0.005 | 0.018 |
| Scholarly communication | 0.010 | 0.004 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".