Chronic Stress as a Moderator of the Association between Depressive Symptoms and Marital Satisfaction
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
In a two-year study of 190 newlywed couples, multi-level contemporaneous and time-lagged models indicated that marital satisfaction and depressive symptoms covaried over time, but only marital satisfaction predicted subsequent changes in depressive symptoms and depressive symptoms did not predict subsequent changes in marital satisfaction. Average levels of chronic stress moderated the contemporaneous association between marital satisfaction and depressive symptoms as an outcome; for husbands, higher average non-marital stress (but not marital stress) strengthened the association and for wives, higher marital stress (but not non-marital stress) strengthened the association. The contemporaneous association between depressive symptoms and marital satisfaction as an outcome strengthened when marital stress was higher (for wives only), but contrary to prediction, the association weakened for both spouses when non-marital chronic stress was higher. Chronic stress (marital or non-marital) did not moderate time-lagged associations. Results highlight the role of marital and broader social contexts on the reciprocal associations between marital satisfaction and depressive symptoms.
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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 | 0.000 | 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 | 0.001 |
| 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