Dissidence and Accommodation: The Publishing History of Yang Lian from <b><i>Today</i></b> to Today
Bibliographic record
Abstract
The career of the poet Yang Lian provides a case study of the tension between dissidence and accommodation in PRC literary publishing over the past quarter of a century. In the 1980s, Yang published unofficially and officially, attempting to maintain his dissident independence while also taking advantage of the accommodations available within official culture. In 1989, the accommodation that Yang had reached with official culture collapsed. Since 1989, Yang has been promoted outside China as a dissident. Inside China, Yang's work has been adapted to the demands of censorship. This study shows that accommodations with China's official publishing system have been important to the careers of writers like Yang throughout the 1980s and 1990s. It also suggests that dissidence has played an important role in the achievement of such accommodations. The findings of this case study are pertinent to the situation of many artists and writers in the PRC today.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.017 | 0.006 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| 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".