A Tentative Study on the Semi-reorganization Experiments in the System Conversion Process of State-owned Corporations
Bibliographic record
Abstract
This article talks about the functions of semi-reorganization in the system conversion process of state-owned corporations and its implementation preconditions. Further discussions are made on relative financial accounting methods. Key Words: Semi-reorganization, state-owned corporations, solidity principle Resume L’auteur expose dans cet article la role de la quasi-reorbganisation dans la reorganisation structurelle des entreprises d’Etat et les conditions de son application, puis traite les moyens de comptabilite financiere concernes Mots-cles: la quasi-reorbganisation, les entreprises d’Etat, le principe de stabilite 摘 要 闡述了准改組在國有企業改制中的作用，以及實施准改組的條件；並進一步討論了相關的財務會 計處理方法。 關健詞：准改組；國有企業；穩健性原則
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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 | 0.000 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 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".