The Impact of Perceived Discrimination and Social Support on the School Performance of Multiethnic Sexual Minority Youth
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
Sexual minority youth are known to face increased risk of poor school performance; however, little research has focused on the educational experiences of multiethnic sexual minority youth (MSMY) in particular. Using venue-based sampling approaches, this study surveyed 255 MSMY at 15 urban high schools. The majority of participants identified as female (65%), Latina (58%), and bisexual (41%), with a mean age of 16. The use of structural equation modeling techniques found that 23% of the variance of school performance was explained by the multivariate model. Examination of the model path coefficients revealed that experiences of perceived discrimination had a powerfully negative influence on the school performance of MSMY. Whereas increased family support was associated with better school performance, neither peer nor school support had similar impact. In addition, levels of support did not significantly moderate the effect of perceived discrimination on MSMY.
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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 | 0.000 |
| 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