The Mismeasure of Love: How Self-Doubt Contaminates Relationship Beliefs
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
The authors argue that individuals with more negative models of self are involved in less satisfying relationships because they have difficulty believing that they are loved by good partners. Dating and married couples completed measures of self-models, perceptions of the partner’s love, perceptions of the partner, and relationship well-being. The results revealed that individuals troubled by self-doubt underestimated the strength of their partners’ love. Such unwarranted insecurities predicted less positive perceptions of their partners. In conjunction, feeling less loved by a less-valuable partner predicted less satisfaction and less optimism for the future than the partner’s feelings of love and commitment warranted. A dependency regulation model is described, where feeling loved by a good, responsive partner is thought to represent a sense of felt security that diminishes the risks of interdependence and promotes closeness.
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 | 0.001 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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