{"id":"W3181463261","doi":"10.21428/cb6ab371.57a21e01","title":"Making sense of senseless murders: The who, what, when, and where?","year":2021,"lang":"en","type":"preprint","venue":"CrimRxiv","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Mounted Police; Simon Fraser University","funders":"","keywords":"Sense (electronics); Criminology; Psychology; Computer security; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003438375,0.0003212178,0.000369373,0.001526539,0.001193318,0.003166299,0.0006332441,0.0007556407,0.001089578],"category_scores_gemma":[0.02382369,0.0002233376,0.0002175876,0.0006737756,0.006002384,0.003196919,0.002811419,0.001500855,0.0001344091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005830139,"about_ca_system_score_gemma":0.0009677763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009058854,"about_ca_topic_score_gemma":0.001809301,"domain_scores_codex":[0.9981627,0.001106219,0.0001226034,0.0001537386,0.000235327,0.0002194165],"domain_scores_gemma":[0.9879127,0.00526509,0.0046849,0.0007403996,0.0006710361,0.0007257849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001743185,0.0001859063,0.5056926,0.0003710582,0.00006529186,0.002230838,0.3553348,0.00009820219,0.001720137,0.01146277,0.001568729,0.1210952],"study_design_scores_gemma":[0.0000110738,0.000186265,0.3489896,0.0005884434,0.00004407437,0.003824206,0.6225723,0.0004847282,0.000830059,0.01410958,0.008295423,0.00006422343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926919,0.001269159,0.001424112,0.001680882,0.0000398734,0.00002446796,0.00002710609,0.000005116997,0.002837356],"genre_scores_gemma":[0.9988431,0.0004285989,0.0003464049,0.0001253018,0.0000163219,0.00001029531,0.000009720561,0.000001894274,0.0002183722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003438375,"threshold_uncertainty_score":0.01818407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0907153129959302,"score_gpt":0.3624654440978723,"score_spread":0.2717501311019421,"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."}}