Skating on the Border: Hockey, Class, and Commercialism in Interwar Britain
Bibliographic record
Abstract
Voici un article qui traite de l’évolution du hockey en Grande-Bretagne depuis son apparition au milieu du XIX e siècle jusqu’aux beaux jours de son exploitation commerciale dans les années 1930. L’auteur se penche également sur le fait que le Canada soit mis à part dans les travaux savants existants sur l’Empire britannique « ludique » et sur l’impression que les sports nord-américains n’avaient qu’une importance mineure dans la culture populaire britannique. Il pose comme postulat qu’il faut réexaminer la place du Canada dans cet empire en s’appuyant sur la théorie des régions limitrophes pour montrer que les Britanniques ont adopté le hockey et l’ont inclus dans leurs propres intérêts et, en outre, que ce sport a manifestement fait partie d’une culture commune dans l’Atlantique Nord.
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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 | 0.005 | 0.007 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".