Bibliographic record
Abstract
The Growth of the Tea Industry The tea industry was the earliest commercial enterprise established by private British capital in the Assam Valley in the 1840s. It grew spectacularly during the last quarter of the nineteenth century and continued to expand in the first half of the twentieth century. Tea production increased from 6,000,000 pounds in 1872 to 75,000,000 pounds in 1900, and the area under tea cultivation expanded from 27,000 acres to 204,000 acres. From the mid-1860s, labour for the Assam Valley plantations was mobilised under the indenture system. Employment in the Assam Valley tea plantations increased from 107,847 employees in 1885 to 247,760 in 1900. At the end of colonial rule, the Assam Valley tea plantations employed nearly half a million labourers out of a total labour population of over three quarters of a million, more than 300,000 acres were under tea cultivation (with a million acres under the control of the tea companies) and 397 million pounds of tea were being produced. The important features of this plantation enterprise were the monopolitic control of private British capital, production for a global market and the employment of a migrant labour force recruited and transported under indenture contracts from different parts of British India. The Indentured Labour Regime Having failed to ‘persuade’ the indigenous communities of Assam to work in the plantations, the planters brought labour from other parts of the Indian subcontinent. Recruitment was arranged by British managing agencies based in Calcutta through a hierarchy of local intermediaries known, for example, as arkatti s and sirdar s. This mobilisation was described at the time as the ‘coolie trade’. Through a process of recruitment, transportation and employment, the colonial plantation regimes transformed Indian agrarian communities into labouring ‘coolies’. During the course of this transformation, their castes and their religious, regional, social and cultural diversities were homogenised under the disparaging term ‘coolie’, which was universally used by planters in plantations around the globe and the colonial bureaucracy. Individuality was subsumed within anonymous ‘gangs’ and ‘muster rolls’ and only survived in the plantation ‘coolie lines’ for the duration of their working lives. Labourers were converted into what James Duncan has described as ‘abstract bodies … that are made docile, useful, disciplined, rationalised, and controlled sexually’. Another common and significant feature of plantation life under the indenture regime was the immobilisation of the labour force upon arrival.
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 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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.012 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.010 | 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".