Expanding the Frontiers of Western Jamaica through Minor Atlantic Ports in the Eighteenth Century
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
This article focuses on the role of minor ports in eighteenth-century Jamaica. It examines the island’s western ports of Montego Bay, Lucea, and Savanna-la-mar. In 1766, the British Parliament passed the Free Port Act of Jamaica, which resulted in an increase in sailing traffic from neighbouring Caribbean colonies and other colonies and kingdoms in the Atlantic world. By mid-eighteenth century, western Jamaica experienced a significent amount of growth in its commercial, agricultural, and communication sectors. In addition, enslaved Africans and Scottish emigrants arrived directly from West Africa and Scotland to minor ports in western Jamaica.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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