The Extraordinary Story of the Komagata Maru: Commemorating the One Hundred Year Challenge to Canada's Immigration Colour Bar
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
One hundred years ago, Gurdit Singh Sirhali chartered the Japanese steamship Komagata Maru and brought 376 Indian passengers to Canada in a direct challenge to Canada's immigration colour bar. The ship's forced departure from Vancouver harbour on July 23, 1914 ended an extraordinary two-month standoff between the passengers, determined to enter Canada, and a Canadian government determined to enforce its anti-Asian exclusion policies, come what may. The ship's departure, however, was not the end of this saga—the passengers faced unimaginable hardships on the return voyage only to be met by the iron fist of British authorities upon their arrival in India.
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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 | 0.001 | 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 | 0.003 | 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