Sense of Belonging to School: Can Schools Make a Difference?
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
Abstract Using education survey data from 6,883 Grade 6 students in 148 schools and from 6,868 Grade 8 students in 92 schools in New Brunswick, Canada, the author applied student and school characteristics to explain differences among students and schools regarding students' sense of belonging to school. Results of hierarchical linear modeling showed that in Grades 6 and 8, discrepancies in students' sense of belonging were mainly within schools, rather than between schools. At the student level, sense of belonging in both grades was affected more by students' mental and physical conditions and less by their individual and family characteristics. Students' self-esteem was the single most important predictor of their sense of belonging, followed by their health status. At the school level, school climate (academic press or expectation in Grade 6 and disciplinary climate in Grade 8) was more important than school context in shaping students' sense of belonging.
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 | 0.007 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.001 | 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