Neoliberal globalization and its critics : theory, practice and resistance in the Americas
Bibliographic record
Abstract
This paper advances a theoretical construct entitled "neoliberal globalization" to explain the transformations in state form since the late 1970s which have been inspired by neoliberalism, an ideology privileging market mechanisms for capital accumulation and social organization. The essay will then examine the phenomenon of Canada's and Quebec's integration into the North American and the hemispheric economies since the mid-1980s. The following section will focus on the impact of neoliberal globalization on Quebec's idiosyncratic modalities of state organization and social integration. Lastly, the essay will investigate a transnational resistance movement in the Americas opposing neoliberal hemispheric integration, as well as recent mutations on Quebec's social and political left. The growth of cross-border coalitions opposing the Free Trade Area of the Americas (FTAA) and transformation of left politics in Quebec will be accounted for by reviewing theories of social movement internationalism.
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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 | 0.009 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.017 | 0.101 |
| Scholarly communication | 0.014 | 0.007 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.006 | 0.008 |
| 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".