The Coping Inventory for Stressful Situations: Factorial Structure and Associations With Personality Traits and Psychological Health1
Why this work is in the frame
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Bibliographic record
Abstract
Principal components analyses on the Coping Inventory for Stressful Situations (C1SS; Endler & Parker, 1990a) were carried out for 730 Scottish doctors and farmers. Endler and Parker's three‐factor structure was supported both in the male and female subgroups and in the two occupational groups. Intercorrelations of the C1SS factors with personality factors of the NEO‐Five Factor Inventory and a self‐reported psychological distress scale, the General Health Questionaire‐28, provided predictive validity for the C1SS in the transactional model of stress.
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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 | 0.004 | 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 | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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