Seeking Employment in the British Empire: Three Letters from Rajah Gobind Ram Bahadur
Bibliographic record
Abstract
Three short 18th century Persian language letters in the manuscript collection of the Division of Rare Books and Special Collections, McLennan Library, along with the story of how they came to McGill University, provide a fascinating window on the British Empire and the efforts of imperial subjects to obtain employment. The story begins in Bengal where a rising civil servant, Raja Gobind Ram, at a difficult time in his life, petitions his friend David Anderson for assistance. Gobind Ram achieves success, holding eventually posts of considerable responsibility in nascent British India. When, in the late 19th century, the letters come to Canada, the story introduces a young Scottish entrepreneur and immigrant, J. K. Oswald, and his pursuit of employment—first in the financial world of Montreal and later in public service at the then small settlement of Calgary—during the years when the Canadian Pacific Railway was opening up Western Canada, and Louis Riel was leading the Northwest Rebellion of 1885.ResuméUn coup d’œil fascinant sur l’empire britannique et sur les efforts déployés par ses sujets pour trouver du travail est offert par trois courtes lettres en langue perse datant du 18e siècle et par l’histoire du cheminement par lequel elles sont parvenues à l’Université McGill, où elles résident présentement à la Division des livres rares et des collections spéciales de la Bibliothèque McLennan. L’histoire débute au Bengale, avec la demande d’aide adressée par le fonctionnaire Raja Gobind Ram lors d’un moment difficile de sa vie à son ami David Anderson. Gobind Ram accéda éventuellement à des postes d’importance considérable en Inde à l’aube de l’époque d’administration britannique. Ces lettres sont parvenue au Canada vers la fin du 19e siècle, et c’est à cette étape du récit que nous rencontrons James Kidd Oswald, un jeune entrepreneur et immigrant écossais. Nous le suivons alors qu’il cherche du travail—d’abord dans le monde financier de Montréal, puis à titre de fonctionnaire dans ce qui était alors la petite ville de Calgary—au cours des années qui ont vu la compagnie de chemins de fer Canadian Pacific ouvrir les portes de l’ouest canadien et Louis Riel mener la rébellion de 1885.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.030 | 0.005 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.005 | 0.008 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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".