{"id":"W4383620516","doi":"10.1007/s40653-023-00564-8","title":"Physically Violent Parental Practices: A Cross-Cultural Study in Cameroon, Switzerland, and Togo","year":2023,"lang":"en","type":"article","venue":"Journal of Child & Adolescent Trauma","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Université de Lausanne","keywords":"Corporal punishment; Context (archaeology); Physical abuse; Psychology; Developmental psychology; Cultural diversity; Poison control; Psychological abuse; Child abuse; Suicide prevention; Social psychology; Medicine; Geography; Sociology; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006060873,0.0002864115,0.0005254237,0.0002783185,0.0001341214,0.0001777019,0.0003107748,0.00009493125,0.0001156147],"category_scores_gemma":[0.00007803756,0.0002171102,0.0002104952,0.000430567,0.0001100989,0.0004608571,0.00007055234,0.0009511132,0.0001234756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006726263,"about_ca_system_score_gemma":0.00003244945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006875746,"about_ca_topic_score_gemma":0.0002470826,"domain_scores_codex":[0.9975682,0.0002194732,0.0008765481,0.0003726578,0.0004998865,0.0004632357],"domain_scores_gemma":[0.9984491,0.00009984271,0.000833375,0.0002644079,0.0001388672,0.0002143495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00140094,0.005211694,0.9329079,0.00004436677,0.0003510143,0.001149359,0.012713,0.00004887276,0.0001024609,0.0001337524,0.003533565,0.04240307],"study_design_scores_gemma":[0.00747997,0.0008768426,0.9787229,0.0004171674,0.00009418449,0.0005091745,0.008436099,0.00001124073,0.00005568931,0.00004094196,0.003118386,0.0002374625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952166,0.0005953988,0.000002787086,0.001297534,0.0007883335,0.0004370927,0.00001022823,0.0000416437,0.001610353],"genre_scores_gemma":[0.9983726,0.0001834525,0.0000094997,0.0004641011,0.0008448521,0.000008173158,0.000005788813,0.00003211525,0.00007946197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04581494,"threshold_uncertainty_score":0.8853496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0411845315867437,"score_gpt":0.3744997856271157,"score_spread":0.333315254040372,"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."}}