{"id":"W4391629731","doi":"10.1016/j.jcrimjus.2024.102164","title":"The math of serial murder: Understanding victim numbers and series duration","year":2024,"lang":"en","type":"article","venue":"Journal of Criminal Justice","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Simon Fraser University","funders":"","keywords":"Series (stratigraphy); Duration (music); Poison control; Psychology; Mathematics education; Computer security; Medical emergency; Mathematics; Computer science; Medicine; Physics; Geology","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":[0.0007734183,0.00004551668,0.00008333441,0.00004850094,0.0003747378,0.0002336967,0.00008752773,0.00003029208,0.00009087551],"category_scores_gemma":[0.0001825471,0.00003141246,0.00007749239,0.00008418956,0.0001801535,0.0004338586,0.00001595456,0.0001136651,0.00000206289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007849356,"about_ca_system_score_gemma":0.00009753128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001945356,"about_ca_topic_score_gemma":0.0007344053,"domain_scores_codex":[0.999245,0.0000797949,0.0002862791,0.00004866148,0.000242508,0.0000977227],"domain_scores_gemma":[0.9994496,0.0002072629,0.000149283,0.00003681395,0.0001109355,0.00004611331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003995596,0.00006847442,0.0001920606,0.001020191,0.0001930166,0.00007467229,0.145901,0.00004333246,0.003253762,0.8328788,0.009680397,0.006294652],"study_design_scores_gemma":[0.0002636523,0.0004837596,0.0006268644,0.0006591214,0.001745584,0.0002401148,0.9447305,0.0003189373,0.0004803838,0.009909788,0.0404144,0.0001269168],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611113,0.001796178,0.01210098,0.006759401,0.003944685,0.00009150078,0.000007728897,0.00001650952,0.01417173],"genre_scores_gemma":[0.9978184,0.0008453393,0.0002397545,0.00001908126,0.0005594229,4.279127e-7,2.207062e-7,0.000004474178,0.0005128906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8229691,"threshold_uncertainty_score":0.2882218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07150591098394662,"score_gpt":0.3733775887877905,"score_spread":0.3018716778038438,"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."}}