{"id":"W4244741573","doi":"10.4018/9781599045917.ch019","title":"Using Varieties of Simulation Modeling for Criminal Justice System Analysis","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Digital and Cyber Forensics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Criminology; Criminal justice; Economic Justice; Computer science; Political science; Sociology; Psychology; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001128403,0.0002771452,0.0005050945,0.0001273411,0.00008903705,0.0001226349,0.0005075372,0.000213027,9.377897e-7],"category_scores_gemma":[0.00000889319,0.0002705155,0.0004168674,0.00004980309,0.00005494113,0.000162627,0.0002049612,0.00007551348,0.000004252045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334187,"about_ca_system_score_gemma":0.0001275859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009385582,"about_ca_topic_score_gemma":0.00001475388,"domain_scores_codex":[0.9985397,0.000007870469,0.0004761626,0.0004122781,0.0003444514,0.0002194711],"domain_scores_gemma":[0.9985942,0.00003898709,0.0003315231,0.0004996614,0.0004568814,0.0000787024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001708776,0.000004076922,5.41033e-7,0.00030671,0.0002674058,0.000003699705,0.0001541998,0.1361084,8.465784e-7,0.8603493,0.000003427073,0.002784312],"study_design_scores_gemma":[0.00007507022,0.00004125155,3.644299e-7,0.00009715768,0.003126713,0.00000490256,0.00002514897,0.6970088,0.000008809355,0.2993416,0.00006575947,0.0002044339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00008735468,0.00005454072,0.5788673,5.699992e-7,0.0002130683,0.0001127302,0.00005654599,0.00005867898,0.4205492],"genre_scores_gemma":[0.9741162,2.939019e-7,0.02210565,0.00003011396,0.00009977754,0.000003084456,0.000005102704,0.0000167493,0.003623044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9740288,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08811285648602157,"score_gpt":0.2809515503930072,"score_spread":0.1928386939069857,"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."}}