Bibliographic record
Abstract
Gender minoritized students experience unique challenges in their school environments that may have consequences for their educational outcomes, including academic engagement. The goal of the current study was to understand the association between gender identity and academic engagement among adolescents attending public high schools in Paraná, Brazil (N = 10,828). In particular, student perceptions of student-teacher relationships, school rule fairness and clarity, school-wide academic engagement, and peer victimization were examined as four facilitator/barrier factors that may account for lower levels of academic engagement for gender minoritized students as compared to their cisgender peers, and these processes were tested for differences across race/ethnicity. Public high school students (ages 12-18 years) completed an in-class survey assessing their gender identities, perceptions of the school environment, and academic engagement. Gender minoritized students reported significantly lower levels of academic engagement as compared to their cisgender peers. They also reported less clear and fair school rules, lower levels of school-wide academic engagement, and higher levels of victimization. These facilitator/barrier variables partially accounted for the lower levels of academic engagement reported by gender minoritized students. No significant differences were observed for gender identity according to race/ethnicity. These findings suggest that facilitators/barriers that account for academic engagement for students in general partially explain gender identity-related disparities, and the implications for school psychologists are discussed.
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.
How this classification was reachedexpand
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 | 0.003 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".