Surveying the Canadian State: Evolution of Canadian Political Science, Politics, and Government Since 1967
Bibliographic record
Abstract
This review essay identifies major monographs about the study of government and political institutions in Canada published in English over the past 50 years. Our review is woven around a general argument that key books about Canadian political life have mirrored the evolution of the discipline in the country as a whole. For instance, important books on federalism were written at turning points in Canada's constitutional history, while the recent uptick in social diversity and political communication studies mirrors broader societal trends. Equally, greater diversity in hiring within the academy has contributed to a broadening of subject matter, perspectives, methodologies and authorship. Thus, we explore the intersection between scholarship and society, with political scientists and their books as much products of their time as they have been contributors to the evolution of the political world around them. The sources that we identify have given shape to the study and practice of Canadian domestic politics.
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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 | 0.005 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.020 | 0.062 |
| Science and technology studies | 0.013 | 0.010 |
| Scholarly communication | 0.011 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 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".