{"id":"W4414955575","doi":"10.1080/01443410.2025.2559175","title":"Cyberbullying probability, not frequency, predicts mental health: a gendered investigation of individual, familial, and school-level predictors","year":2025,"lang":"en","type":"article","venue":"Educational Psychology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Mental health; Victimisation; Perspective (graphical); Suicide prevention; Human factors and ergonomics; Injury prevention; Poison control; Occupational safety and health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006664273,0.0002709812,0.0002859475,0.0007293768,0.0004660273,0.0008024474,0.0003072775,0.0003252569,0.002219713],"category_scores_gemma":[0.002466042,0.0002365078,0.0004418654,0.0006296815,0.0006267716,0.0004406008,0.0007034148,0.000473111,0.0001896029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334692,"about_ca_system_score_gemma":0.0004654089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439267,"about_ca_topic_score_gemma":0.02104829,"domain_scores_codex":[0.9996052,0.0001098289,0.00003823145,0.00007183685,0.00006304358,0.0001118863],"domain_scores_gemma":[0.9979067,0.0005295335,0.0007936006,0.0002297413,0.0001570579,0.0003834807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001285858,0.00001463497,0.9991234,0.000002472361,0.0000123494,0.00002304842,0.0002301941,0.000009280646,0.00009242371,0.00001198149,0.00001021992,0.0004570157],"study_design_scores_gemma":[3.092835e-7,0.0000207862,0.999293,0.000002342575,0.000004895017,0.00003056951,0.0005536426,0.00003684462,0.00002469186,0.000007540328,0.00002449746,7.537815e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996771,0.00003951942,0.00003443686,0.00001362647,0.000001699909,0.000002794315,0.00004792323,8.080982e-7,0.0001822389],"genre_scores_gemma":[0.9998658,0.00001634809,0.00002063745,0.000003018777,0.00000120467,0.000001719645,0.00002584879,4.386185e-7,0.00006499049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01439267,"threshold_uncertainty_score":0.0286178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07732805064424492,"score_gpt":0.3677905276888258,"score_spread":0.2904624770445809,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}