Kinship Care Policy: Women's Oppression & Neoliberal Familialization
Bibliographic record
Abstract
Under neoliberal capitalist globalization, the deepening of women’s oppression and exploitation have been notorious. Indeed, women are facing poverty all over the world, including in industrialized capitalist countries. Women living in poverty and particularly poor single mothers have been targets of the counter neoliberal reform of the capitalist welfare state. This counter reform is a gendered, classist, and complex alteration that has assaulted the social responsibilities and budgets of the welfare state. In Ontario, Neoliberal policies reinforce women’s unpaid caring responsibilities and intensify the surveillance and control exerted over poor Ontarian single mothers. This qualitative case study has explored critically the role of neoliberal social policy in Ontario child welfare. Through a feminist approach and using official documentary data, the research analyzes Ontario Kinship Care Policy. The study looks at the historical and social context in which the policy was formulated, depicts the main goals of the policy, and analyzes the policy’s outcomes both, for the system and for women. Possible areas of future research on this policy are presented in the conclusions.
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 | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".