West Coast Exile: A Scottish-Canadian Bard in the United States at the Turn of the Twentieth Century
Bibliographic record
Abstract
Most of the crofters forced off the Isle of Lewis by the potato famine of the 1840s became colonists on the rugged northern Appalachian frontier of Canada East (the province of Quebec) where they reconstituted many elements of their close-knit Gaelic-speaking society. While their new settlements were largely homogenous, the fact that families depended upon the wages of young men and women sojourning in the United States resulted in cultural assimilation, permanent out-migration, and population decline, so that there was little left of this once-vibrant Highland community by the early twentieth century. While the Quebec Scots became widely dispersed across the continent during this second exodus, identifiable communities formed in American cities such as Springfield, Massachusetts, and Seattle, Washington, where they continued to depend upon each other for support. This essay will examine that support network, and the emotional cost of emigration, largely through the writing of a Canadian-born bard who spent much of his adult life in the United States.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.041 | 0.005 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".