Family Models for Earning andCaring: Implications for Child Care and for Family Policy
Bibliographic record
Abstract
Canadian families have changed, in part due to an economy that provides more work opportunities for women, and a cultural orientation that values equal opportunity and diversity in families. In spite of the change, both quantitative and qualitative evidence suggest a continued preference for mothers to spend considerable time with children, especially in the infant and toddler years. Thus, in an average couple, the presence of young children in the home brings wives to reduce their paid work and husbands to increase their paid work. Our reading of parental preferences suggests an interest in more services for young children in the form of early childhood education and child care, but also an interest in policies that would allow parents to spend more time with children through parental leaves, part-time work with good benefits, and subsidies that supplement market income. Many options available to two-parent families are often less feasible for lone parents, giving a higher priority to child care.
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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 | 0.001 | 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) | 0.000 | 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; 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".