{"id":"W4312991166","doi":"10.26463/rjms.9_1_10","title":"An Exploratory study on violence in a rural area near Bengaluru, Karnataka, India","year":2019,"lang":"en","type":"article","venue":"RGUHS Journal of Medical Sciences","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rural area; Verbal abuse; Domestic violence; Exploratory research; Quarter (Canadian coin); Demography; Suicide prevention; Poison control; Environmental health; Psychiatry; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004311221,0.0004430561,0.000367023,0.001059917,0.003460308,0.001073898,0.0009015756,0.0006634264,0.002793686],"category_scores_gemma":[0.0009332676,0.0004936344,0.0003132572,0.0011595,0.0009363577,0.0005829789,0.00116807,0.0006384319,0.0004516879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216791,"about_ca_system_score_gemma":0.001521363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02395997,"about_ca_topic_score_gemma":0.05243164,"domain_scores_codex":[0.999391,0.0002078579,0.0000431417,0.00006400286,0.00009425342,0.0001997679],"domain_scores_gemma":[0.9994054,0.0001485079,0.0001456477,0.0000341088,0.00008790061,0.0001783223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001686899,0.001466606,0.525215,0.001017982,0.00005821061,0.02128532,0.4213439,0.0001997386,0.008574455,0.0006701659,0.001876935,0.0181229],"study_design_scores_gemma":[0.00001468451,0.001388512,0.5346277,0.0001340964,0.00002819848,0.004825087,0.4530008,0.0001190423,0.0004305186,0.00009503176,0.005302501,0.00003376977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99822,0.0000836459,0.00006749296,0.0001291374,0.000004868237,0.0001648367,0.0001162332,0.000002894431,0.001210827],"genre_scores_gemma":[0.9970546,0.0004522476,0.0002939628,0.0002952048,0.00001518894,0.0001909879,0.000147075,0.000002823978,0.001547871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02395997,"threshold_uncertainty_score":0.04764098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04816027591975616,"score_gpt":0.3791589081266367,"score_spread":0.3309986322068805,"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."}}