Xueersi: Opportunities and Puzzles Going from Offline to Online
Bibliographic record
Abstract
2013年4月23日，学而思发布了2013财年财报1，财报显示2013财年，学而思实现净营收2.259亿美元，同比增长27.3%；营业利润3140万美元，同比增长49.4%。值得关注的是，学而思的收入中，线上业务（学而思网校 www.xueersi.com）的营收占比从2.7%左右提高到3.2%，增长速度与并不低于学而思整体增长率，但是学而思创始人、CEO张邦鑫先生还是表示了对线上业务的忧虑：线上业务没有实现互联网式的爆发性增长，是否因为线上产品不能满足用户的需求，应该在哪些方向上取得创新突破？学而思在线下通过口碑营销大获成功，复制到线上业务却没有获得预期的效果，在营销方法上又需要哪些创新？
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.005 |
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".