Opple: Disruptive Change Facing LED, Turning Left or Right?
Bibliographic record
Abstract
“打造全球化照明企业,成为中国照明领袖品牌”是欧普照明的宏伟愿景,至 2012 年9 月30 日,欧普照明已占有中国照明市场3%-5%的份额。然而,随着LED技术日益普及,全球照明行业格局正经历着巨大的变革,这对快速发展的欧普照明的企业体系和内部组织都带来了新的挑战。欧普总裁周女士,面对欧普的未来,陷入了一个两难境地——欧普是应该右弯(个性化导向的多样产品与设计延伸)——“更加注重家庭用户的多样需求并积极发展渠道引导消费的能力”,还是应该左弯(以批量生产为基础的标准化定位)——“利用与继续发展自身已有的大规模制造能力并注重开发户外、工业、商业等大用户”。围绕了这个抉择,本案例对照明产业的价值链与市场细分进行了剖析,针对欧普的优势,提出了欧普未来的战略选择的考虑。
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.005 | 0.005 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.040 | 0.067 |
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".