Deforming justice: Representing punishment in <i>The Human Centipede III: Final Sequence</i>
Bibliographic record
Abstract
We analyze the 2015 horror film Human Centipede III: Final Sequence (HC3), written and directed by Dutch filmmaker Tom Six. Engaging with literature on torture porn and body horror, we argue that this film reflects and refracts ideas about crime and punishment including a critical view on mass incarceration in America while critiquing a culture of institutional violence in Western society. By critiquing the institutional violence of the prison in a satirical and visceral manner, we argue Tom Six evades dominant tropes (liberalism, reform, rehabilitation, and escape) prevalent in other prison films and avoids the cinematic tendency to naturalize and reproduce the legitimacy of the prison. We also contend that the film operates at a meta-level to address criticism about the dangers of graphic violence in horror films. HC3 thus offers insight on the disingenuous nature of censorship in a society that condones mass suffering behind bars, systemic racism, and institutionalized punishment of the body for millions.
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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 | 0.001 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".