Utopian Spaces and Their Everyday Traces in Thomas Stuber’s <i>In den Gängen</i> (2018)
Bibliographic record
Abstract
This article examines utopian elements in Thomas Stuber’s 2018 film In den Gängen. Despite the neoliberal forces that constrain a group of supermarket shelf stackers in the former East Germany, the film’s characters exhibit congenial bonds in the face of alienated work. Strikingly, their encounters with machines also convey an other-directedness and improvised conviviality, or energy that enables them to devise bonds in fleeting moments. As much as the film presumes a foreclosed-on socialist utopia, it also depicts a range of contemporary challenges to neoliberalism, including practices of commoning, non-normative forms of relationality, and human-machine interactions that gesture towards a posthumanist selfhood. At the same time, the three main characters’ personal circumstances and histories necessarily impact their ability to benefit from these elements. Both age and gender play crucial roles in their individual fates, and not all of them thrive within their caring, other-directed community. Ultimately, In den Gängen suggests the possibility of mundane existences gesturing towards superlative futures.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.013 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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".