K Province Xinhua Distribution Group Holding Company Ltd. (C): Two Abstentions
Bibliographic record
Abstract
中国乃至全球的传统图书行业正面临着数字化出版与电子商务的双重挑战，危机已经来临，务须调整与转型，才能避免沦为夕阳产业。K省新华发行（集团）控股有限公司（简称“新华控股”）是在K省新华书店系统的基础上组建成的省属企业，旗下有包含2008年上市的“K新发行”在内的七家子公司。2010年被省委任命为“新华控股”总经理的王皓曾带领泉新集团走出困境，但他在新公司面临的管理困境却完全不同。山雨欲来，新官上任，他该如何为公司盘根错节的历史问题找到突破口？公司如何利用现有的二十几亿资金拓展业务，以顺利实现省领导提出的十二五“双两百亿”目标？本系列案例涉及战略分析、战略评估、CEO角色、战略形成、战略执行，以及变革管理与国企改革等管理主题。案例（C）呈现了董事会会议场景，以铺垫王皓即将介入全面管理：省委任命王皓接任“新华控股”董事长，但在公司落实任免程序的董事会上，却出现了事外——两名董事投了弃权票。王皓应该如何应对突发的局面？
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.
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) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.029 |
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; both teacher heads agree on what is shown here.
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".