Moderating Effect of Gender on the Relationship Between Sensation Seeking-Impulsivity and Substance Use in Adolescents
Why this work is in the frame
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Bibliographic record
Abstract
ABSTRACT This study examined the moderating effect of gender on the predictive relationships between a measure of sensation seeking and impulsivity and four adolescent substance use outcomes (monthly alcohol, tobacco, and marijuana use and number of times drunk). Four hundred twenty Canadian secondary school students participated in the current study. A series of moderated hierarchical multiple regression analyses was used to examine relationships among study variables. Main-effect relationships were consistently found for sensation seeking-impulsivity with each outcome, but not for gender. However, gender was found to moderate the relationship between sensation seeking-impulsivity and alcohol use, suggesting that these relationships are more complex than previous literature suggests. Future implications are discussed in light of these results.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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