L’accélération de l’intégration du commerce extérieur des pays de l’ASEAN au marché mondial
Bibliographic record
Abstract
For the period 1965-1977, for each of the five ASEAN member countries (Thailand, the Philippines, Malaysia, Indonesia, Singapore) as well as for the whole of the region, were examinee the evolution of the volume and of the components of the import and export trade, as well as that of the proportional share of the various trading partners. The following tendencies are apparent. 1) The region's national economies are increasingly « world trade oriented ». 2) Since the founding of ASEAN in 1967, the proportional share of intraregional trade has been declining. 3) The composition of this trade is increasingly determined by the needs of industrial countries. 4) The proportional share of the trading carried out with industrial countries, and particularly with Japan, is also increasing. 5) Singapore seems to play a key role in this articulation of the integration of the region to the world market, an integration detrimental to regional internal integration, an official goal of the ASEAN.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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; 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".