Parent-child value transmission among Chinese immigrants to North America: The case of traditional mate preferences.
Why this work is in the frame
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Bibliographic record
Abstract
Parent-child similarities in traditional mate preferences were examined in Chinese immigrants to North America. Adult children (n = 63) rated their preferred mate characteristics. Children then completed measures of interdependence, family allocentrism, Chinese identity, and Asian values. Their parents (n = 63) also rated their own preferences for their child's spouse and their own Asian values. Parents reported greater preference for traditional mate characteristics than did their children. Parents' preferences were related to parents' own Asian values. Children's traditional mate preferences were predicted by their parents' preferences and their own family allocentrism. Family allocentrism was a marginally significant partial mediator of parent's influence on children's preferences. Family connectedness may, therefore, facilitate intergenerational transmission of values in immigrant Asian families.
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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 | 0.000 | 0.000 |
| 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 | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it