A Community of Shared Future for Mankind in the Global Pandemic Era: Towards a Normative Consensus or Authoritarian International Law?
Bibliographic record
Abstract
This article provides an analyses the implications of China's constitutionally proclaimed notion of "Community of Shared Future for Mankind" (CSFM), which reveals the stance of the PRC party in promoting so-called "Chinese wisdom" and a "Chinese solution" to address common issues in global governance and in pursuing China's global leadership in President Xi Jinping's "New Era." The author explores the possibility for China and the West of reaching a normative consensus in terms of standards set by the CSFM vision and human security in light of the current global pandemic. The author advocates pursuing a pragmatic, problem-solving approach to international engagement with China without advancing a particular political agenda based on broad ideological presumptions, namely by encouraging and facilitating China's further participation in international institutions and treaties. This approach may establish an increasing convergence and resonance of local and nonlocal norms to reach a normative consensus and, ultimately, to influence treaty performance incrementally and gradually.
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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 | 0.000 |
| 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) | 0.000 | 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".