CRITICAL ASPECTS OF PARENTING PLANS FOR YOUNG CHILDREN
Bibliographic record
Abstract
The debate about the benefits and drawbacks of overnight schedules for young children is hotly contested in family law. This study investigated connections between occurrence of overnights, schedule consistency, number of caregivers, and young children's adjustment to parental separation and divorce. Families (N= 161) with children aged 6 years or younger were recruited at the time of filing for divorce or child custody (if unmarried); follow‐up data were obtained from 132 families 15 to 18 months later. Results indicated that parenting plan variables are related to children's social, cognitive, and emotional behavior, with caregivers and schedule consistency more salient than overnights. Girls benefited from overnights and more caregivers, whereas boys did not. Overnighting children aged 4 to 6 years when their parents filed manifested fewer problems 1.5 years later than did younger children. Even when controlling for parental conflict and parent‐child relationship variable, the constellation of parenting plan variables contributed to young children's adaptation.
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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 | 0.008 |
| 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 | 0.001 | 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".