China's New Documentary Movement: Alternate Realities and Changing State-society Relations in Contemporary China
Bibliographic record
Abstract
Independent documentary films in contemporary China articulate a vision of Chinese politics and society that deviates from official state discourse. This thesis explores how China’s New Documentary Movement (NDM) – a spontaneous, independent phenomenon in Chinese cinema – serves as an important arena to study state and society struggles in the aftermath of the post-Mao reforms. This study first explores the politicalization of Chinese national cinema to demonstrate how the degree of control exerted over filmmaking and the documentary genre functions as a useful indicator of Chinese state-society relations. Focusing on the contentious issue of land disputes and rural rightful resistance in two documentaries – Feng Yan’s "Bing Ai" as well as Zhang Ke and Dong Yu’s "Where is the Way" – it contrasts the lived reality of displaced peasants to the official rhetoric disseminated in the state media. Also discussed is the state’s response to the NDM and its implications for greater societal autonomy in contemporary China.
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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 | 0.002 |
| Science and technology studies | 0.005 | 0.007 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".