Bibliographic record
Abstract
In 1914, the SS Komagata Maru crossed oceans and jurisdictions – Hong Kong, Malaya, Singapore, Japan, and West Bengal – to arrive on the west coast of Canada. Citing regulations designed to limit the immigration of Indians, Canadian officials refused the ship and its passengers entry and detained them for two months in Vancouver Harbour. Most of the 376 passengers were then forcibly returned to India. \n \nUnmooring the Komagata Maru challenges conventional Canadian historical accounts of the incident by drawing from multiple disciplines and fields to consider the international and colonial dimensions within the context of political resistance, migration, cultural memory, and nation-building. Drawing from various disciplines, the collection situates the history of South Asians in Canada within a larger global-imperial history, emphasizing the ways in which the Komagata Maru incident is related to issues of colonialism. \n \nThe contributors offer not only nuanced interpretations of the ship’s journey but also a critical reading of Canadian multiculturalism through past events and their commemoration. Ultimately, they caution against narratives that present the ship’s journey as a dark moment in the history of an otherwise redeemed nation. Unmooring the Komagata Maru demonstrates that, more than a hundred years later, the voyage of the Komagata Maru has yet to reach its conclusion. \n \nScholars and students of postcolonial studies, transnational studies, Canadian studies, South Asian studies, Canadian history, politics, sociology, and critical ethnic studies will find much to interest them in this book. It will also find an audience within the South Asian diaspora.
Stored with the screening record, where it is evidence for the labels above.
How this classification was reachedexpand
The three-model screen
all 5,600 screened works →All three models called this out of scope.
Book chapter in a postcolonial history collection on the Komagata Maru; the object is migration history and Canadian multiculturalism, not the research system.
The chapter analyzes the historical and colonial significance of the Komagata Maru incident rather than research.
Historical/cultural analysis of the Komagata Maru and migration; Canadian history, not the research system.
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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.028 | 0.023 |
| Scholarly communication | 0.013 | 0.004 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".