{"id":"W4400010244","doi":"10.1177/00938548241257604","title":"One Size Doesn’t Fit All: An Exploratory Typological Approach to Understanding Criminal Career Heterogeneity in Intimate Partner Homicide","year":2024,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Simon Fraser University; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Homicide; Situational ethics; Domestic violence; Criminal justice; Psychology; Criminology; Law enforcement; Intimate partner; Poison control; Social psychology; Human factors and ergonomics; Political science; Medicine; Medical emergency; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007218237,0.0004762489,0.0004809187,0.01044108,0.004153006,0.005569405,0.00156197,0.0008579612,0.001742957],"category_scores_gemma":[0.01798539,0.0003321749,0.0007634571,0.005650993,0.006624889,0.006412431,0.00595145,0.001427685,0.0001280292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004127973,"about_ca_system_score_gemma":0.003833758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03649874,"about_ca_topic_score_gemma":0.04951235,"domain_scores_codex":[0.9964182,0.002484966,0.0001783419,0.0002570976,0.000336043,0.000325405],"domain_scores_gemma":[0.9903645,0.005640806,0.001666197,0.0008601469,0.0008744891,0.0005938868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006431712,0.0001608627,0.7760399,0.00009006177,0.00009504321,0.0005185031,0.1312678,0.000934376,0.0003661663,0.05564315,0.0009610236,0.03385881],"study_design_scores_gemma":[0.00001314236,0.0001013711,0.3447453,0.0004005043,0.00004646856,0.0008104789,0.5602774,0.01398253,0.0001771804,0.0750207,0.00436879,0.0000562142],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837302,0.0002331999,0.007351009,0.001310115,0.0000132326,0.0001543595,0.0001975864,0.00001237833,0.006997972],"genre_scores_gemma":[0.9957943,0.00008105343,0.003545822,0.00007348431,0.000005835202,0.0001338779,0.000156022,0.000006858756,0.0002028549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03649874,"threshold_uncertainty_score":0.07257253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2972746689524273,"score_gpt":0.4068829580670627,"score_spread":0.1096082891146354,"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."}}