{"id":"W4213147587","doi":"10.2991/assehr.k.220131.087","title":"High School Cyberbullying and Adolescents’ Depression in China","year":2022,"lang":"en","type":"article","venue":"Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Depression (economics); China; Psychology; Computer security; Internet privacy; Computer science; Political science","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":[0.0005593792,0.000158053,0.0002635211,0.00127473,0.0006348478,0.0006595781,0.0001951941,0.0002731536,0.001094904],"category_scores_gemma":[0.0008286219,0.0001776104,0.0003485001,0.001216693,0.0002520529,0.0003540196,0.0003962154,0.0003332619,0.00005697383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006271962,"about_ca_system_score_gemma":0.001019064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02509658,"about_ca_topic_score_gemma":0.03883214,"domain_scores_codex":[0.9997496,0.00004528743,0.00004628421,0.00004185742,0.00005954992,0.00005740289],"domain_scores_gemma":[0.9994358,0.00007428791,0.0002346338,0.00001945079,0.00009061947,0.0001451806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002589441,0.00005618013,0.9932271,0.00008169586,0.00003729531,0.000219986,0.001159831,0.00001338765,0.0001220347,0.0001112087,0.0001651909,0.004780278],"study_design_scores_gemma":[0.000003545026,0.0000291278,0.998279,0.00003412798,0.00003054204,0.0001076383,0.001164797,0.00004789332,0.00002207936,0.00002770682,0.0002513747,0.000002226491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983042,0.0008867182,0.00001685184,0.0001622185,0.000008387612,0.00001074697,0.00007266724,9.712551e-7,0.0005371692],"genre_scores_gemma":[0.9991938,0.0005584246,0.00001700763,0.00004159725,0.000008314326,0.000006274809,0.00005146921,3.963507e-7,0.0001226353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02509658,"threshold_uncertainty_score":0.04990101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05508139767009065,"score_gpt":0.445178703758674,"score_spread":0.3900973060885833,"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."}}