The ‘Great Recession,’ the Employers’ Offensive and Canadian Public Sector Unions
Bibliographic record
Abstract
The global economic crisis and its effects have changed the context for public sector unions in Canada. There is evidence that an intensified offensive against public sector unions is beginning. Few public sector unions are prepared to respond adequately to such an offensive, as the important 2009 strike by Toronto municipal workers illustrates. In this more difficult context, change within public sector unions is increasingly urgent. The most promising direction for union renewal lies in the praxis of social movement unionism. However, there are very few signs of moves to promote this approach within Canadian public sector unions. La crise économique globale et ses effets ont changé le contexte pour les syndicats du secteur public au Canada. Il y a des signes qu’une attaque violente contre les syndicats du secteur public a commencé. Peu de syndicats du secteur public sont prêts à répondre dans une manière satisfaisante à cette attaque, comme le montre la grève importante des travailleurs municipaux à Toronto en 2009. Dans ce contexte plus difficile, des changements au sein des syndicats du secteur public sont de plus en plus urgents. La direction la plus prometteuse pour une renaissance syndicale est la pratique d’un syndicalisme de mouvement social. Toutefois, il y a très peu d’indices que les syndicats du secteur public au Canada s’inscrivent dans une telle approche.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.015 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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; both teacher heads agree on what is shown here.
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".