‘Belonging to the Company’: Transporting and documenting unfree labour in the Indian Ocean, 1719–1790
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
Over the course of the eighteenth century, French East India Company ships carried numerous sailors, soldiers, passengers and unfree labourers to and from various ports of trade in the Indian Ocean. Although European merchant companies developed extensive documenting systems, certain elements received little attention in the records. When it came to tracking unfree labourers, Company employees used terminology with ambiguous meanings and categories that were codified in the Atlantic context and therefore not initially applicable in the Indian Ocean. In order for historians to interpret these records more accurately, this article reviews specific terminology and pertinent French legislation about racialized labourers. This contextual information helps to uncover previously overlooked groups of unfree labourers working for - and, at times, trying to escape from - the French East India Company in the Indian Ocean and beyond.
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.
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 | 0.002 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it