Inner Representations, Coping, and Posttraumatic Stress Symptomatology in a Community Sample of Trauma Survivors
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
To assess whether coping styles mediated the relation between inner representations and posttraumatic stress symptomatology, a community sample of self-defined trauma survivors (N = 95) completed the World Assumptions Scale, Ways of Coping Checklist—Revised, and Trauma Symptom Inventory. Regression analyses indicted that individuals with more positive inner representations reported experiencing less symptomatology and tended to use more active and less passive coping strategies. Furthermore, the relation between inner representations and the extent of symptomatology was mediated through the use of passive coping strategies, although the latter 2 variables were likely reciprocally related. The implications of these findings for the well-being of trauma survivors were discussed.
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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 | 0.000 |
| 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 | 0.001 |
| 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