Cycling into Saigon: The Conservative Transition in Ontario By David R. Cameron and Graham White. Vancouver: University of British Columbia Press, 2000. 224p. $75.00.
Bibliographic record
Abstract
One defining feature of a constitutional democracy is that the defeat of the governing party in a general election leads to a peaceful, orderly, and more or less routine change of government. Given the inherently combative nature of electoral politics and the potential for disruptive action by the losing side, this is no small achievement, and when it happens it is justly celebrated. Transitions in constitutional regimes, moreover, provide a unique if momentary window through which to view the mainsprings of political power. This volume is a study of the 1995 transition from New Democratic Party (NDP) to Progressive Conservative (PC) rule in the province of Ontario. It makes an important contribution to the sparse literature on transitions in Canada and in parliamentary regimes generally. For students of comparative government, it usefully complements recent work on presidential transitions in the United States, particularly Charles O. Jones, Passages to the Presidency: From Campaigning to Governing (1998).
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.006 |
| Science and technology studies | 0.007 | 0.004 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 0.002 |
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".