The Canadian Hockey Player Problem: Cultural Reckoning and National Identities in American Collegiate Sport, 1947–80
Bibliographic record
Abstract
This article is a study in the social history of Canadian-American relations and it performs two functions. First, it traces the increasing presence of Canadian student athletes in American collegiate hockey, 1947–80, and the efforts of coaches, recruiters, administrators, and alumni to draw Canadians to US hockey programs. By the end of the 1950s Canadian student athletes dominated the American collegiate game – a pattern that abated only in the late 1970s. Second, this essay analyzes the heated debates that emerged in these years about the threats that these students posed to American collegiate athletics and to Canadian amateur hockey. The Canadianization of US college hockey from 1947 to 1980 was hardly universally welcomed in the United States or in Canada and it produced no small amount of rancour among American and Canadian commentators. Canadian hockey players in American schools personified the commercialization of amateur collegiate sport, according to some in the United States. In Canada, expatriate collegians were seen alternately as victims of American ‘talent raiders’ and disloyal to the communities that raised, invested in, and trained them. This essay demonstrates how hockey generated concerns about national identity in Canada and the United States in the sixties and seventies, and asserts, more generally, that the study of sport – hockey in particular – provides an important window on the historical and quotidian construction of national identities.
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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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.076 | 0.038 |
| Scholarly communication | 0.010 | 0.004 |
| Open science | 0.003 | 0.005 |
| Research integrity | 0.004 | 0.007 |
| 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".