{"id":"W3044508542","doi":"10.1007/s10610-020-09461-4","title":"The Promise and Challenge of Activity-Based Crime Rates: a Comparison of the USA, Canada, and Australia","year":2020,"lang":"en","type":"article","venue":"European Journal on Criminal Policy and Research","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Crime rate; Population; Matching (statistics); Geography; Criminology; Econometrics; Demography; Statistics; Economics; Sociology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005249339,0.0003100144,0.0008356495,0.002960621,0.002967597,0.003643588,0.002016728,0.0008332827,0.00105943],"category_scores_gemma":[0.01878481,0.0002651229,0.0007682978,0.006921767,0.002038728,0.001403016,0.002159755,0.00160085,0.0001000329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02399375,"about_ca_system_score_gemma":0.05358936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917606,"about_ca_topic_score_gemma":0.9951832,"domain_scores_codex":[0.995571,0.001327753,0.0002110399,0.0003098537,0.001581052,0.0009993697],"domain_scores_gemma":[0.9881927,0.001589296,0.001107903,0.0003446482,0.00687999,0.001885446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003328063,0.0002042123,0.9377519,0.0001609041,0.0003648518,0.0001093897,0.008418539,0.0009127064,0.0001738732,0.005253625,0.002531477,0.0437857],"study_design_scores_gemma":[0.000009338939,0.00006679101,0.9898307,0.00008813328,0.00009733254,0.00003145802,0.006384549,0.0006749495,0.00007092494,0.0002837049,0.002438957,0.00002307674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827016,0.002540749,0.0003469028,0.004467447,0.00006655685,0.00005165461,0.0009555935,0.00001050125,0.008859128],"genre_scores_gemma":[0.9968787,0.001252355,0.0002899249,0.0003272129,0.00001881569,0.00001967009,0.0003660353,0.000009658351,0.0008375843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02399375,"threshold_uncertainty_score":0.1740876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4216484865036098,"score_gpt":0.509228603687954,"score_spread":0.08758011718434422,"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."}}