The Brief Accessibility, Responsiveness, and Engagement (<scp>BARE</scp>) Scale: A Tool for Measuring Attachment Behavior in Couple Relationships
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
This article describes the purpose, reliability, validity, and potential clinical applications of the brief accessibility, responsiveness, and engagement (BARE) scale. In addition to focusing on the central attachment behaviors of accessibility and responsiveness, this instrument highlights the key role of engagement in couple bonding. The BARE is a short, systemic, self-report measure of attachment behaviors in couple relationships. Both classical testing theory and item response theory were used to test the psychometric properties of the instrument. The BARE demonstrated appropriate reliability and validity while maintaining its brevity and potential usefulness for clinicians and researchers. The BARE also accurately predicted the key relationship outcomes of stability and satisfaction. The data for this study were collected from the RELATE assessment (see www.relate-institute.org).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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