Study on the Cultivation of Idea of the Democracy and Ruling by Law for the Key Officials for Governance of CPC From the Perspective of the China Dream
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
The democracy and ruling by law is the internal regulator to maintain the running of body for the modern society. The China Dream means to build a prosperous, democratic, civilized and harmonious wonderful country, and to construct a perfect society of freedom, equality, justice and ruling by law. Whether the democracy and ruling by law can be achieved in China, the crucial point lies on the ruling party, especially the key officials for governance of the Communist Party of China . The Eighteenth National Congress of the Communist Party of China put forward “the building of a contingent of competent key officials for governance”, which is the core forces to the leading of the realizing the socialist modern country, and the historic task of the rejuvenation of great Chinese Nation. However, the idea of democracy and ruling by law of the key officials for governance cannot fully meet the requirement of the reality. As a result, it is necessary not only to fight the corruption, uphold Party integrity and improve Party rules and regulations, but also to ensure that leading officials are guided by law to thinking and action in their effort to deepen reform, promote development, solve problems, and maintain stability. Then the idea of democracy and ruling by law for the key officials for governance can be enhanced fundamentally.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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