Similarities and Differences in Acculturation Among Mothers, Fathers, and Children in Immigrant Chinese Families
Bibliographic record
Abstract
Similarities and differences in acculturation in multiple domains were evaluated among mothers, fathers, and children in 88 immigrant Chinese families in Canada. Parents and children differed most in host culture domains (public Canadian behaviors and private Canadian values) and were most similar in ethnic private domains (Chinese identity and values). Differences in the ethnic public domain (Chinese behaviors) were moderate. Unexpectedly, considerable mother-father differences were also evident across domains. The predictors of parent-child differences varied by domain. Differences in public domains were larger in mother-child dyads and in families with longer residence in Canada. Differences in ethnic private domains were larger in father-child dyads and in families characterized by less warmth. Findings are discussed in terms of the domain specificity of cultural transmission and the influence of immigrant parents in host versus ethnic dimensions.
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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 | 0.001 | 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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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".