Young Adult’s Outlook on Marriage: The Influence of Parental Divorce, Family of Origin Functioning and Attachment Style
Bibliographic record
Abstract
To elucidate reasons for the variability in attitudes toward marriage held by adult children of divorce, the current, mixed-methods study examined the influence of parental divorce and remarriage(s), family of origin functioning and attachment style variables on young adults’ attitudes toward marriage. Participants who experienced their parents’ divorce, perceived high levels of conflict in their family of origin, were single and presented with discomfort in close relationships were more likely to express negativity in their outlook on marriage. Participants who denied religiosity and perceived their parents as encouraging independence while growing up were more likely to express an ambivalent attitude toward marriage. Lastly, men and those who had experienced their parents remarriage(s) were more likely to express positivity in their outlook on marriage. Although other factors were influential, parental divorce may promote negativity in young adults’ attitudes toward marriage, which possibly contributes to the “intergenerational transmission of divorce.”
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| 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 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".