Bibliographic record
Abstract
Michael Pearson has argued that “rights for revenue” was an important element in the European way of organizing long-distance trade in the early modern period. The state provided indigenous merchant groups with commercial privileges and allowed them to influence political affairs. In return, the state received a part of the economic surplus. The East India Company and the British state shared such a relationship. However, as this article demonstrates, the East India Company was not an impersonal entity. It consisted of many layers of private entrepreneurs, who pursued their own private interests sheltered by the Company’s privileged position. One such group was the Company servants in Asia. The French conquest of Madras in 1746 and the following period of British sub-imperialism in India demonstrate that the state had traded off too many rights. Through the business papers of Willian Monson, a senior Company servant in Madras, the historian can describe the fall of Madras as a consequence of deteriorating relationships between private interests within the Company structure. Directors, shareholders, Company servants and private merchants in India fell out with each other. In this situation, the British state found it difficult to intervene.
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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 | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.009 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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".