{"id":"W2118928363","doi":"10.1177/0093854812467948","title":"Investigating Offending Consistency of Geographic and Environmental Factors Among Serial Sex Offenders","year":2013,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Université Laval","funders":"","keywords":"Consistency (knowledge bases); Psychology; Jaccard index; Linkage (software); Sex offense; Sample (material); Poison control; Human factors and ergonomics; Social psychology; Criminology; Clinical psychology; Sexual abuse; Computer science; Medicine; Environmental health; Cognitive psychology","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":[0.002750495,0.000251828,0.0003300388,0.003658616,0.0007099318,0.0006960316,0.0004310294,0.0002625188,0.0009470987],"category_scores_gemma":[0.01356019,0.0001637399,0.0004166503,0.002668625,0.0007225792,0.0007383874,0.001263113,0.0003238879,0.00008901605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401358,"about_ca_system_score_gemma":0.0003896053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004674513,"about_ca_topic_score_gemma":0.007294631,"domain_scores_codex":[0.9976569,0.00116322,0.0002988973,0.0002795349,0.0004533809,0.0001480123],"domain_scores_gemma":[0.9881222,0.003832191,0.005522105,0.001193889,0.001004171,0.0003253852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001816216,0.00001558038,0.9971961,0.000004391145,0.00003226565,0.00002194687,0.0003360531,0.00008244086,0.0001073504,0.00005508935,0.00001627527,0.002114321],"study_design_scores_gemma":[6.486239e-7,0.00003310462,0.9982948,0.000003885639,0.00001176751,0.00008787079,0.0009672606,0.0003733994,0.0001043392,0.00007876926,0.00004131749,0.000002868251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993562,0.00001995524,0.000271181,0.000008403339,8.729507e-7,0.000006210319,0.00004019061,0.000002031681,0.0002949839],"genre_scores_gemma":[0.9995234,0.00001563203,0.0002918912,0.000001839943,0.000002124827,0.000005410069,0.0001152697,0.000001362977,0.00004318484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004674513,"threshold_uncertainty_score":0.01454622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06943448955813883,"score_gpt":0.3152611644719123,"score_spread":0.2458266749137734,"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."}}