"you were born ugly and youl die ugly too": Cyber-Bullying as Relational Aggression
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
Cyber-bullying increasingly is becoming a problem for students, educators and policy makers. In this paper, we consider cyber-bullying as a form of relational aggression; that is, behaviour designed to damage, harm or disrupt friendship or interpersonal relationships through covert means. We draw on the findings from a study of students in Grades 6 through 9, conducted in five schools, in a large ethnically diverse metropolitan region of British Columbia, Canada, to demonstrate the interconnection between cyber-bullying and relational aggression. Consistent with the relational aggression framework, girls were found more likely than boys to participate in these behaviours. We conclude that intervention strategies should consider gender differences and also aim at changing the trajectory of relational aggression to providing relational support and care.Keywords: cyber-bullying; relational aggression; intervention strategies; gender differences
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 | 0.000 | 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) | 0.003 | 0.001 |
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