Academic Freedom and Critical Speech in Hong Kong: China's Response to Occupy Central and the Future of 'One Country, Two Systems'
Bibliographic record
Abstract
Since July 1997, when Hong Kong was reunited with the People’s Republic of China, academics in the Special Administrative Region of Hong Kong have fiercely protected their right to engage in critical speech and practice academic freedom. They have been aided by Hong Kong’s regional constitution (known as the “Basic Law”), which incorporates international human rights treaties into domestic law and contains unusually detailed protections for freedom of expression, academic freedom, and educational autonomy. These constitutional provisions originated in the Sino- British Joint Declaration, a bilateral treaty that was duly registered with the United Nations. Nonetheless, this article documents a dramatic decline in academic freedom in Hong Kong since the last comprehensive study of the topic was published in 2006. This is partly because the Chinese Communist Party has made a concerted effort to punish Hong Kong academics and student organizations for their role in the Umbrella Movement and other pro-democracy movements. Equally important, there have been significant changes to the governance structure in Hong Kong’s universities over the past decade, creating overly-centralized universities that are far too vulnerable to outside interference. These developments have already damaged the quality and international reputation of Hong Kong’s universities, which will ultimately hurt not only Hong Kong but also the People’s Republic of China.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".