Ideological Migration and War Resistance in British Columbia’s West Kootenays: An Analysis of Counterculture Politics and Community Networks among Doukhobor, Quaker, and American Migrants during the Vietnam War Era
Bibliographic record
Abstract
This paper addresses migration, war resistance, and counterculture activity in the West Kootenays region of British Columbia during the 1960s and 1970s. Through a combination of perspectives including S.N. Eisenstadt’s discussion of “multiple modernities,” it reveals an ongoing pattern of alternative, values-based migration we refer to as “ideological migration.” Most immediately associated with the influx of thousands of young Americans who came to the West Kootenays during the Vietnam War, this pattern, in fact, began much earlier, first with the arrival of the Doukhobors beginning in 1908, and subsequently in the 1950s with the development of a community of American Quakers at the north end of Kootenay Lake. From there, we show how common experiences of marginalization along with with shared values of pacifism, war resistance, community-building, and self-sufficiency facilitated the arrival of this new group, and with them the entrenchment in the region of a vibrant counterculture identity.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.015 | 0.005 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".