{"id":"W4220732171","doi":"10.3389/fpsyg.2022.720149","title":"Examining the Prevalence and Risk Factors of School Bullying Perpetration Among Chinese Children and Adolescents","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Developmental psychology; Clinical psychology; Social psychology","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":[0.0005231616,0.0001569905,0.0002148486,0.0002249988,0.0003281671,0.00001521003,0.0002337407,0.0001061153,0.0002954332],"category_scores_gemma":[0.00009606076,0.0001227524,0.0000256609,0.0002976149,0.0002324341,0.00009479482,0.0001034536,0.0004848979,8.759574e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002135025,"about_ca_system_score_gemma":0.00001089132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001993515,"about_ca_topic_score_gemma":0.00001346743,"domain_scores_codex":[0.9982622,0.0006027829,0.0003121722,0.0004514707,0.0001445705,0.0002268571],"domain_scores_gemma":[0.9992487,0.00005022663,0.0003071137,0.0003167223,0.00001859912,0.00005863774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015439,0.00008769007,0.9891634,0.00001635027,0.0000374986,0.000001989137,0.003924316,0.00005000187,0.0000223238,0.000009587041,0.002092708,0.004492581],"study_design_scores_gemma":[0.000990362,0.0001333996,0.9967092,0.00004137699,0.00003122938,0.00002111997,0.001300509,0.0002938818,0.000001580352,0.0002955757,0.0000615668,0.0001201609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992655,0.002873213,0.00204164,0.00004426035,0.001594017,0.0003708453,0.00002995309,0.00002484239,0.0003661905],"genre_scores_gemma":[0.9982027,0.001042586,0.0004168588,0.00009181837,0.00005355983,0.00004402088,0.00001568666,0.00002010534,0.0001127087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007545827,"threshold_uncertainty_score":0.5005698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318776968028323,"score_gpt":0.2799505185024814,"score_spread":0.2667627488221981,"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."}}