{"id":"W4389953757","doi":"10.1177/26338076231219271","title":"Intimate partner homicide in New Zealand, 2004–2019. Risk markers, demographic patterns, and prevalence","year":2023,"lang":"en","type":"article","venue":"Journal of Criminology","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Homicide; Demography; Wife; Incidence (geometry); Domestic violence; De facto; Marital status; Intimate partner; Suicide prevention; Stepfamily; Injury prevention; Poison control; Psychology; Medicine; Political science; Population; Sociology; Social psychology; Environmental health; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007213424,0.0003706885,0.0003702187,0.003389207,0.0007141127,0.000961643,0.0008357988,0.0004897068,0.001808221],"category_scores_gemma":[0.002494432,0.000449717,0.0007811807,0.003724389,0.0004438478,0.0008066929,0.001044091,0.0007977126,0.0006561792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003247533,"about_ca_system_score_gemma":0.002321378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6335557,"about_ca_topic_score_gemma":0.6970309,"domain_scores_codex":[0.9994277,0.00005403609,0.0001203105,0.0001040694,0.0001922956,0.0001015524],"domain_scores_gemma":[0.9980924,0.00006821655,0.001014372,0.00008486368,0.0004465175,0.0002936882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007623968,0.00003622803,0.9932423,0.00006693153,0.00007654041,0.0001944848,0.0005636149,0.0000386137,0.0001884515,0.00002915571,0.0008183779,0.004669022],"study_design_scores_gemma":[0.000002898729,0.00001687151,0.9986492,0.00001368482,0.000012832,0.0001479476,0.0004711736,0.00004355686,0.00001640794,0.000004495315,0.0006172441,0.000003664696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836077,0.001566748,0.0001179571,0.000317599,0.00003121178,0.00006493546,0.01195856,0.00002162072,0.002313733],"genre_scores_gemma":[0.9859262,0.001944547,0.0002768723,0.0001341597,0.00002749626,0.0001101507,0.00936723,0.00001134702,0.002202023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6335557,"threshold_uncertainty_score":0.7372047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031776920500442,"score_gpt":0.3269422515368695,"score_spread":0.2866244823318651,"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."}}