How do depressive symptoms in husbands and wives relate to the interpersonal dynamics of marital interactions?
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 investigated how depressive symptoms in husbands and wives may affect patterns of interpersonal behavior during marital conflict discussions. Using the Continuous Assessment of Interpersonal Dynamics (CAID) approach, observers rated moment-to-moment levels of dominance and affiliation for each partner, from which dynamic indices were derived, including the slopes for each partner and the degree of rhythmic entrainment between partners. Results supported predictions that the wife's depressive symptoms would be related to alterations in the dynamics of dominance, whereas the husband's depressive symptoms would be related to alterations in the dynamics of affiliation. For example, the higher the husband's depressive symptoms, the less affiliative both the wife and husband became over the interaction and the less entrained the partners were on affiliation. The results shed new light on gender differences in the impact of depressive symptoms on the management of marital disagreements. (PsycINFO Database Record
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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