Caribbean Energy Sector: Review and Perspectives - Part II - Electricity
Bibliographic record
Abstract
The critical energy requirement for any country in the next century be it developed, developing or underdeveloped, is that of Electricity. The indispensable nature of electricity to the use of the information technologies, whether its use is in entertainment, marketing, communication, raw data transmission or as a method for effecting cultural or education changes in the lifestyles of the many and very diverse peoples of the world is already evident, six years prior to the next century. Some perspectives on the global technology trends in the provision of this critical commodity is therefore critical, if practical, viable and realistic proposals for meeting the energy needs of the Caribbean are to be had. The supply of electrical energy in economic and affordable terms to meet basic needs and facilitate economic growth in the developing countries is a major challenge to the global energy community. In particular, it requires the mobilization of appropriate local and global finance and the relevant transfer of technology to the developing nations on one hand, and the establishment of stable institutional arrangements and appropriate economic policies and measures by these nations to attract such technology and financing, on the other.
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.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 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".