Incremental Validity of the Trait Emotional Intelligence Questionnaire-Adolescent Short Form (TEIQue-ASF)
Why this work is in the frame
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Bibliographic record
Abstract
Abstract. This study examined the incremental validity of the adolescent short form of the Trait Emotional Questionnaire (TEIQue-ASF) in two European secondary-school samples. The TEIQue-ASF was administered as a predictor of socioemotional or academic achievement criteria, along with measures of coping strategies or cognitive ability, respectively. In Dutch high school students (N = 282), the TEIQue-ASF explained variance in all socioemotional criteria, controlling for coping strategies and demographics. In a sample of British preadolescents, the measure showed incremental contributions to academic achievement in the core areas (English, math, and science) of the English curriculum, controlling for cognitive ability subscales and gender (N = 357–491). Implications for the validity and applied utility of the TEIQue-ASF are 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 | 0.004 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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