Bibliographic record
Abstract
The relationship between slavery, the slave trade and British economic development remains a contested field of eighteenth century history. This article examines one hitherto unexplored aspect of the subject, the significance, if any, of profits derived from the slave-based economies of the Atlantic in Scotland's Great Leap Forward in the later eighteenth century. It is argued that because of the distinctive nature of Scottish development, compared to that of England, and the intimate connections between Scotland and plantation economies the question does merit serious consideration. The article, however, supports the traditional view that slave trading direct from Scottish ports was very limited, although Scottish merchants and mariners were often heavily involved in slave trafficking from London, Bristol and Liverpool. The key Scottish link was with the tobacco and sugar trades, plantation ownership in the Caribbean and as merchants, physicians, attorneys and overseers in the plantation economies. It is argued that in terms of both capital transfers and market opportunities slavery can indeed be considered one of the factors facilitating development in Scotland and was possibly a much more significant influence north of the border than in the industrialisation of England.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".