Practices and Environments of Collective Sleep in Twenty-First-Century Latin American Film
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
What do practices of sleep—or lack thereof—convey about power, social and class divides, and political structures in Latin American postcolonial societies? How does cinema represent and critique binaries such as conscious/unconscious, utopian/dystopian, individual/social, and private/public that are often associated with settings where sleep-wake cycles take place? In exploring these questions, this article analyzes practices and, more specifically, environments of collective sleep as affective landscapes and narrative tools in contemporary Latin American films. It draws from atmospheric family dramas in neoliberal Argentina and dark sci-fi comedies in post-socialist Cuba to examine embodied and em(bed)ded relations before, during, and after acts of sleeping, dreaming, and awakening.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it