{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001528142,0.000124943,0.0003051601,0.0004701413,0.0001384352,0.00004698214,0.0003248853,0.000162751,0.0001164058],"category_scores_gemma":[0.0002872319,0.0001088832,0.00008484457,0.000244633,0.0002726497,0.0002605123,0.00006823307,0.0004024357,0.00004189656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003852631,"about_ca_system_score_gemma":0.0002096072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227986,"about_ca_topic_score_gemma":0.000383493,"domain_scores_codex":[0.9981919,0.0003970048,0.0004751859,0.000180075,0.000256988,0.0004988353],"domain_scores_gemma":[0.9990123,0.0002563817,0.0003425497,0.0001261387,0.00009027402,0.0001723857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001199182,0.00002334074,0.9502622,0.00002788085,0.00002364278,0.0001096744,0.002678326,0.00003203952,0.00008040271,0.001700599,0.02950181,0.01544017],"study_design_scores_gemma":[0.0005983784,0.0001262768,0.9837809,0.0001210392,0.00005469306,0.00003879548,0.0009866669,0.00005157823,0.00003916716,0.007152025,0.00692132,0.0001291197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955869,0.001132588,0.0001075469,0.0006702106,0.000566035,0.0001153104,0.000006546223,0.00002827468,0.001786597],"genre_scores_gemma":[0.9755844,0.02232369,0.0002613056,0.0001824529,0.0002106043,0.000001766208,0.000001032201,0.00001120527,0.001423581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03351874,"threshold_uncertainty_score":0.4440127,"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."}}