SAIC Maxus: Pioneering the C2B Model in China's Auto Industry in the Digital Era
Bibliographic record
Abstract
本案例深入探讨了一个普适性问题：中国制造业企业的传统模式主要是以产品为中心，通过扩大产能、扩大经销商渠道实现利益获取。随着中国经济增速的放缓，这种模式不仅带来了生产过剩、市场饱和的问题，同时也无法满足消费者的个性化需求。数字化时代，传统制造业企业需要转变模式、转型升级，那么如何起步呢？ 上汽大通是一家中国的汽车制造厂商，成立于2011年。它从2016年开始探索C2B（Customer to Business）模式，从以产品为中心转变为以用户为中心，从大规模标准化生产变成了个性化智能定制。但要实现这一转变，不仅仅需要模式创新，还需要对汽车厂商进行全流程的数字化改造。 在市场尚无成功先例的情况下，上汽大通是如何从0开始摸索出C2B模式的？上汽大通的C2B模式对传统的汽车价值链进行了哪些数字化改造？在未来的发展中，上汽大通C2B模式还面临哪些挑战呢？
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.004 | 0.013 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".