Spirituality, gender, and drug use among students from one University in Barbados
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
The research aimed to clarify the relationships between spirituality, gender, and drug use among undergraduate students of one university in Barbados. A quota sample of 250 students was required from the Faculty of Social Sciences as the study was part of a larger multi-centric study involving students from the Faculty of Social Sciences from seven other participating countries in Latin America and the Caribbean. Significant negative relationships were found between a student's level of spirituality and their licit and illicit drug use over the past 12 and three months. Males and females also differed significantly in terms of illicit drug use (past 12 and three months). However no gender differences were found as it related to licit drug use. Moreover, females possessed significantly higher levels of spirituality than their male counterparts. Further qualitative research should be conducted among this age group within the Barbadian context to better explain these findings.
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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 | 0.002 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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