A Dyadic Analysis of Attachment Insecurities and Romantic Disengagement among Couples Seeking Relationship Therapy
Bibliographic record
Abstract
This study sought to assess the role of attachment insecurities on romantic disengagement among couples seeking relationship therapy. Dyadic associations were examined between attachment insecurities and romantic disengagement, accounting for depression, relationship satisfaction, and commitment, using a sample of 171 couples. Partners completed the Experiences in Close Relationships Scale and the Romantic Disengagement Scale. Path analysis revealed that attachment-related avoidance, but not anxiety, was associated with romantic disengagement. Men's attachment-related anxiety was related to greater disengagement in their partner. The combination of men's attachment-related avoidance and women's attachment-related anxiety was also significantly associated with women's romantic disengagement. Although attachment insecurities were associated with romantic disengagement, contextual and intrapersonal factors also contributed to our understanding of disengagement. Findings are discussed in light of clinical interventions for couple therapy.
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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 | 0.002 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".