{"id":"W4412820964","doi":"10.1007/s42380-025-00319-z","title":"Bullying, Personality, and Socioeconomic Factors: A Latent Profile Analysis","year":2025,"lang":"en","type":"article","venue":"International Journal of Bullying Prevention","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; McMaster University; Brock University","funders":"","keywords":"Socioeconomic status; Psychology; Personality; Latent class model; Clinical psychology; Social psychology; Medicine; Environmental health; Statistics; Mathematics","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":[0.00373634,0.0008457957,0.0008321302,0.001744717,0.00228901,0.002151344,0.0008637045,0.0008189915,0.004974362],"category_scores_gemma":[0.005270763,0.0005576331,0.002858998,0.002023621,0.0007645641,0.001109106,0.002105024,0.001976812,0.0005435168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008501565,"about_ca_system_score_gemma":0.002177291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01708489,"about_ca_topic_score_gemma":0.01420296,"domain_scores_codex":[0.9978359,0.001131259,0.0001368586,0.0002064331,0.0003246917,0.0003647436],"domain_scores_gemma":[0.9971619,0.001145303,0.0004406307,0.0004167587,0.0002850119,0.0005503823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004138515,0.0009134804,0.9888073,0.00001335359,0.0002810243,0.0001202238,0.001359493,0.0003048818,0.000582572,0.0003627024,0.0001730073,0.006668147],"study_design_scores_gemma":[0.00003422441,0.0004318435,0.9901726,0.00002376447,0.0001619721,0.0001079097,0.003463059,0.00490944,0.0001395281,0.0003791602,0.0001580273,0.00001842746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985809,0.00003519813,0.0008360256,0.00005793435,0.000006254446,0.00004337585,0.0001486627,0.000004859299,0.000286685],"genre_scores_gemma":[0.9981405,0.00005629675,0.0008625034,0.000008456565,0.000006206859,0.00009912788,0.0004153131,0.000005208493,0.0004064586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01708489,"threshold_uncertainty_score":0.03397089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458598300122394,"score_gpt":0.3439769432268746,"score_spread":0.3193909602256507,"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."}}