Hooligan Sparrow: Representation of sexual assault in Chinese cinema, feminist activism and the limits of #MeToo in China
Bibliographic record
Abstract
Hooligan Sparrow breaks with many taboos in Chinese cinema. It is the first internationally acclaimed documentary by a Chinese female director to centre upon investigating the activities of Ye Haiyan, a Chinese sex and women’s rights activist, as well as to address the politically sensitive topic of sexual assault in China. This is the first study to examine the cinematic contributions of Wang Nanfu and Ye Haiyan’s activism and feminist writings posted on Ye’s online social media accounts on Sina Weibo and Twitter. I unpack the power dynamics in this documentary as well as the interplay between the filmmaker’s subjectivity and the female rights activist’s subjectivity. This study also investigates how masculine aesthetic representations of sexual assault in Chinese cinema have blurred the issue of consent and shows how the subjectivities of female directors like Wang Nanfu and Vivian Qu bring more impactful representations of sexual violence in Chinese cinema.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.005 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".