{"id":"W2293033335","doi":"10.14288/1.0066859","title":"Risky business: a regional comparison of the levels of risk and service needs of sexually offending youth","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Service (business); Psychology; Criminology; Actuarial science; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001485762,0.00004411527,0.0003340605,0.00005540083,0.0002587886,0.00001159393,0.0005723895,0.00004911864,0.000007850951],"category_scores_gemma":[0.00002556889,0.000102155,0.00007287245,0.0007572364,0.0003937103,0.000272085,0.0005169559,0.00008096756,4.185277e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001550181,"about_ca_system_score_gemma":0.00007509835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1582346,"about_ca_topic_score_gemma":0.06711546,"domain_scores_codex":[0.9991379,0.00005555861,0.0002031603,0.0001627853,0.0003112057,0.0001293622],"domain_scores_gemma":[0.9988021,0.00008465339,0.0003768901,0.0003041289,0.0003970854,0.00003511164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003620468,0.0004992705,0.7499688,0.0005391746,0.0002922894,0.00001001951,0.07286131,0.0003029755,0.001295117,0.0002418361,0.001789401,0.1721635],"study_design_scores_gemma":[0.000681249,0.0000468525,0.9891042,0.0001781592,0.00005152766,0.00001309469,0.009132965,0.0005431176,0.00002231704,0.00009911317,0.00003569777,0.00009170621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944677,0.0002180618,0.00441881,0.00006906364,0.0000624223,0.0001109325,0.0001289227,0.00001450848,0.0005095165],"genre_scores_gemma":[0.9990268,0.0001306079,0.0007334693,0.00002287139,0.000007380529,8.974401e-8,0.000002009918,0.000003702002,0.00007309785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391353,"threshold_uncertainty_score":0.9499072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625333012137859,"score_gpt":0.2032473075320634,"score_spread":0.1669939774106848,"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."}}