Neoconservative Realities: The Social and Economic Marginalization of Canadian Women
Bibliographic record
Abstract
abstract: This article analyses the gendered and differential benefits and costs associated with globalization. It explores current globalization-induced labour force changes in terms of their intersection with race, class and gender, suggesting globalization as a force in concert with other phenomena which marginalizes groups of already disadvantaged Canadian women. The implications of these changes are analysed from two perspectives – their impacts on the women and families facing exclusion from mainstream life and their broader sociopolitical effects. The article posits that these changes in concert with a retrenching welfare state and an increasing commodification of social roles may act to transform the nature of Canadian society, which has main-tained a delicate balance between the inclusive social welfare schemes of Western Europe and those much less generous provisions in the US, a society which, until recently, widely conferred social citizenship and enabled access to a valued and acknowledged public sphere.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".