{"id":"W4377030285","doi":"10.1016/j.childyouth.2023.107013","title":"Latent classes of bullying perpetration and victimization among adolescents: Associations with problem behaviors","year":2023,"lang":"en","type":"article","venue":"Children and Youth Services Review","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Douglas College","funders":"Humanities and Social Science Fund of Ministry of Education of China; Natural Science Foundation of Shandong Province; China Postdoctoral Science Foundation; Social Science Planning Project of Shandong Province; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Latent class model; Aggression; Psychology; Clinical psychology; Anxiety; Developmental psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139768,0.0001581174,0.0002764208,0.0001033912,0.0001952708,0.00004155799,0.00007968575,0.0000933085,0.00005588016],"category_scores_gemma":[0.000005496499,0.0001227748,0.00003426535,0.0004974523,0.00004231095,0.0001974813,0.0000369585,0.00008996605,0.00000721556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001083659,"about_ca_system_score_gemma":0.00001332226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002977264,"about_ca_topic_score_gemma":0.0001503836,"domain_scores_codex":[0.9989253,0.0001026554,0.0003470751,0.0002921639,0.0001655352,0.0001672917],"domain_scores_gemma":[0.9992551,0.00001383798,0.000384431,0.0001578774,0.0001201017,0.00006871895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007577838,0.00006245373,0.9918575,0.0009915178,0.00004259303,5.762908e-7,0.004505977,0.00004237558,0.000007432858,0.00009508457,0.00005932527,0.002327552],"study_design_scores_gemma":[0.0004619871,0.00005652582,0.9911657,0.00716665,0.0003141178,0.000005574143,0.0005072302,0.00013163,0.000004488394,0.00001104112,0.00002309913,0.0001519573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831374,0.01522716,0.00009607543,0.0001341143,0.00007688591,0.0008350568,0.0000797518,0.0001212726,0.0002922631],"genre_scores_gemma":[0.9671033,0.03142123,0.0001372679,0.0002397178,0.00003815232,0.00003034961,0.0009243239,0.00002547894,0.0000801637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01619406,"threshold_uncertainty_score":0.500661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411182823522403,"score_gpt":0.2713142583491968,"score_spread":0.2572024301139728,"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."}}