Relación actitudes-conocimientos sobre diversidad sexual en una muestra universitaria colombiana
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
<p>Este artículo de investigación se interesa en las relaciones entre las actitudes del futuro personal docente hacia la homosexualidad y la bisexualidad, y sus conocimientos sobre roles sexuales, comportamientos sexuales y realidades de jóvenes homosexuales y bisexuales. Una muestra de 114 estudiantes universitarios en educación respondió un cuestionario para identificar sus conocimientos y actitudes. Los resultados de los análisis descriptivos evidencian que la muestra tiene poco conocimiento sobre los temas evaluados y una actitud “ni positiva ni negativa” hacia la homosexualidad y la bisexualidad. Además, los resultados de los análisis de correlación establecen una relación positiva entre las actitudes y los conocimientos aquí tratados. </p>
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.003 |
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