Bibliographic record
Abstract
Gandhi in a Canadian Context examines a range of intriguing and under-studied connections between India’s greatest nationalist leader, Mahatma Gandhi (1869–1948), and facets of life in Canada, including Gandhi’s interest in and contact with Canada and Canadians early in the twentieth century, and the implications of Gandhi’s thinking on a range of issues in Canadian society today. This collection of essays by Canadian scholars explores topics such as Gandhi’s awareness of Canada; the academic study of Gandhi in Canadian higher education; and dimensions of Gandhi’s thought that demand greater attention and have enduring relevance for individuals and communities in Canada. These range from a peace-oriented Islam and participation in direct action campaigns to a more constructive politics and environmental stewardship. This book breaks new ground in the depth of its study of a figure significant for both Canada and the world at large. The themes in this book will be of interest to scholars in Gandhi studies, education, Canadian history, and sociology, as well as to the general reader who seeks to reflect on what traditions of non-violence and conflict resolution championed by Gandhi might contribute to social progress in Canada.
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 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 | 0.000 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.030 | 0.003 |
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; both teacher heads agree on what is shown here.
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".