The Reform of the Civil Service System in China 1993–2009
Bibliographic record
Abstract
The paper is devoted to the analysis of public service reforms in China in the period of 1993 - 2009. The reforms, in part, took advantage of the positive experience of the Chinese past. They were aimed at improving the efficiency of civil servants by introducing more competitive selection processes, incentives to encourage activities and tightening control and supervision. The processes of selection, appointment, training, dismissal and retirement of civil servants were also streamlined. The chronological scope of the study is determined by the dates when the Interim Regulation on Civil Servants (1993) was adopted, and up to the date of adoption and implementation of the full-fledged Law on Civil Servants (2006). Then the first consequences of the reforms began to be felt: the legalization and normalization of the personnel system, the motivation to show high moral standards for civil servants who could gain respect from the people, and the activation of their high moral and business qualities. In part, the adoption of these laws was accompanied by the coming to power of the fourth generation of leadership of the CPC and PRC.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".