The construct of alexithymia: associations with defense mechanisms
Why this work is in the frame
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Bibliographic record
Abstract
Alexithymia is a dimensional personality construct that encompasses a cluster of cognitive and affective characteristics relating to difficulty identifying and describing feelings, limited imaginal capacity, and having an externally oriented thinking style. Attempts to explain the etiology of high levels of alexithymia have resulted in disagreements regarding the relationship between alexithymia and psychological defense mechanisms. Much of the previous research suggests strong associations between alexithymia and immature or maladaptive defense styles. To examine these relationships using correlations, multiple regression and factor analytic techniques, three nonclinical populations in Australia and Canada were studied with a view to evaluating the association of defense mechanisms and response styles with alexithymia. Our results support the association of alexithymia with emotional inhibition, but extend those associations to immature defense styles and aspects of social desirability.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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