The Good, the Bad and the Confusing: The Political Economy of Social Care Expansion in South Korea
Why this work is in the frame
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Bibliographic record
Abstract
Recent social policy reforms in South Korea indicate a progressive shift by a conservative government to modify the familialistic male breadwinner model that informs its welfare regime. The Korean government has demonstrated support for women through an increase in the provision, regulation and coordination of childcare and workplace support programmes for working parents. At the same time, labour market reforms have also created more pressures on women to seek and maintain paid work outside the home. Conflicting social and economic policy objectives have resulted in a confusing mix of policies, advancing and impeding gender equality at the same time. This contribution examines the recent family–work reconciliation policy reforms in Korea and discusses why these reforms may be good politics but a bad deal for women.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| 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 it