Los capitalismos emergentes en la nueva arquitectura internacional, ¿qué hay de nuevo en la división internacional del trabajo?
Bibliographic record
Abstract
In the last quarter century, China has spearheaded a true economic revolution, becoming a leading international player, to such an extent that world economic stability depends to a great extent on its economy. Among the factors that explain this spectacular economic growth we point out the high level o investment (supported by an increased savings rate and a strong FDI (foreign direct investment) entry) and the clear export nature of its production. Nevertheless, and despite its extraordinary success, the country faces numerous challenges and threats, such as consolidating the reforms undertaken, making economic growth compatible with social and environmental development or guaranteeing resources that permit maintaining growth in the long term. Despite the magnitude of transformation and the spectacular nature of results as well as the unmistakeable influence in the world economy, it is not easy to accept the fact that we are confronting a new phase in the international division of labor since to do so we need more knowledge of the events that are taking place both inside Chinese economy and society as well as on the international scene.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.011 |
| Scholarly communication | 0.008 | 0.006 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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 source (direct Gemma or distilled Codex), 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".