Bibliographic record
Abstract
In 1995, the Caribbean Basin is faced with two fundamental, yet conflicting trade trends. On one hand, as it stands now, NAFTA has emerged as an immediate challenge to the viability of the US/Caribbean trading relationship. In providing preferential access to a number of Mexican products, which form an important base of the Caribbean export portfolio, NAFTA will cause substantial erosion of the Caribbean competitive position vis-a-vis the US market. On the other hand, NAFTA represents a building block in the establishment of a hemispheric free trade area, a goal that has been enthusiastically endorsed by Jamaica as part of the Free Trade Area of the Americas (FTTAA) process.The Caribbean Basin Trade Security Act S.529/HR 553)-which has attracted widespread bi-partisan support and the backing of the Clinton administration - creates a mechanism to address and reconcile these diverging trends. First, the Caribbean Basin Trade Security Act will provide a short term remedy to the trade and investment balances caused by NAFTA. Second, this measure will create a transitional framework through which Caribbean countries like Jamaica can attain the long term goal of integration into hemispheric free trade. Quick passage and enactment of this important measure, therefore, is vitally important to sustain the US/Caribbean economic and trade partnership.
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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 | 0.021 | 0.043 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.010 | 0.008 |
| Scholarly communication | 0.024 | 0.014 |
| Open science | 0.003 | 0.012 |
| Research integrity | 0.015 | 0.017 |
| Insufficient payload (model declined to judge) | 0.030 | 0.003 |
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".