Chinese Small and Medium Enterprises Transnational Operation Strategies in the Post Crisis Era
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Implementing transnational management strategy is the important way of Chinese small and medium enterprises development that get rid of excessive competition in domestic, bypass the non-tariff barriers, and expand overseas markets. At present, the international operation of Chinese small and medium enterprises is in an early stage, when they face the narrow financing channels, the non-perfect foreign investment enterprises management mechanism and many other factors, how to overcome the international financial crisis, especially how to response to the changes of development environment in the post economic crisis era, they are the main problem which Chinese small and medium enterprises are facing. This article detailed analysis of Chinese small and medium enterprises transnational operation current situation in post economic crisis era, then proposed the appropriate countermeasures. Key words: Post economic crisis era; Small and medium enterprises; Multinational operation strategy; Localization
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.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it