Representaciones sociales sobre la homosexualidad en estudiantes heterosexuales de Psicología y de Biología: un estudio descriptivo
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
El presente trabajo es una aproximacion a las representaciones sociales en torno a las personas de orientacion homosexual y al concepto de homosexualidad mismo, que tienen estudiantes universitarios de pregrado de la Universidad del Valle (Santiago de Cali, Colombia) de las carreras de Psicologia y Biologia. Se trata de evidenciar la presencia de practicas incluyentes y excluyentes, informaciones, conocimientos, creencias y elementos de narracion que giren alrededor de sus concepciones sobre lo que es la homosexualidad, y que conlleven al mantenimiento de una sociedad homofobica y lesbifobica, o vislumbren esperanzas de realizacion de lo que se ha denominado una posible sociedad tolerante y pluralista. Para ello se toma una muestra no probabilistica de seis estudiantes a los cuales se les realiza una entrevista a profundidad a partir de una modelo de entrevista semiestructurada elaborada previamente
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.008 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.007 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 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