Gaming of Strategy--Strategic Realignment of Chinese Dairy Industry
Bibliographic record
Abstract
Over the past ten-odd years, the dizzying prosperity and rapid development achieved in Chinese Dairy Industrial t actually covered up a fundamental defect concerning the strategy, which eventually led to the "Melamine Event”. Today, the troubled waters have been poured oil on, but it still needs time to be recovered. China's Dairy Industry, which suffered heavy losses and casualties, is about to seek for a transformation and will have to help himself out of the crisis. This paper will apply the game theory of "Prisoner's Dilemma" case to reflect the strategic defects appeared in the early dairy industrial development, with the combination of the new changes in the dairy industrial development environment after "Melamine Event”, it also points out that the key to revitalize the domestic dairy enterprises is to put the emphasis on the nature of the dairy industry itself, to return to consumers standard, to try to establish the undifferentiated marketing strategy and differentiated marketing strategy system.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".