The psychosocial foundation of China’s state-led nationalism
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Existing research extensively documents the Communist Party of China's strategic utilisation of nationalism to bolster its legitimacy, primarily through shaping the nationalist belief system in alignment with its political agenda and historical narrative. However, this article proposes an additional viewpoint: the success of the state-led nationalist endeavour also hinges on resonating with the common psychological traits of the Chinese masses. Without such resonance, the nationalist project may encounter resistance. Therefore, this article posits that Chinese face culture constitutes a foundational aspect of the common psychological makeup of the Chinese people. It serves as a frame for the Party-state to construct nationalist narratives and beliefs, fostering sentiments of national pride, shame, and attitudes towards international affairs. Key discourses such as 'the rejuvenation of the Chinese nation', 'the century of humiliation', and 'the backward will be beaten' symbolically appeal to Chinese notions of face and contribute to the narrative's effectiveness.
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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 | 0.001 | 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 | 0.001 | 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 it