Parenting Responses and Parenting Goals of Mothers and Fathers of Adolescents
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
We extended on previous work by examining the contextual nature of parenting goals in mothers and fathers of adolescents. We also examined dyadic parenting similarity in parenting responses and parenting goals. Participants were 285 primarily professional (48.6%), White (82.7%) parents of adolescents aged 14 to 17 years old (mothers n = 213, fathers n = 68, dyads n = 43). Results of a 2 × 2 × 6 MANCOVA indicated that parenting goals were influenced by characteristics of the situation but not by parent or adolescent gender. There was dyadic parenting similarity for parenting responses and dyadic similarity for parenting goals. The implications of these findings for parenting interventions and future parenting research using within family comparisons are discussed.
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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 | 0.000 | 0.000 |
| 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