{"id":"W2883389015","doi":"10.3390/ijgi7080297","title":"The Negative Effects of Alcohol Establishment Size and Proximity on the Frequency of Violent and Disorder Crime across Block Groups of Victoria, British Columbia","year":2018,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Quarter (Canadian coin); Violent crime; Demography; Geography; Block (permutation group theory); Poisson regression; Demographic economics; Criminology; Psychology; Mathematics; Sociology; Economics; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005358349,0.0003063964,0.0004995229,0.001090862,0.001933857,0.001408624,0.001409574,0.0003546057,0.003592715],"category_scores_gemma":[0.004260542,0.0004071912,0.000470041,0.001738628,0.0008887977,0.0003308068,0.001680978,0.0006926889,0.0003262451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007852935,"about_ca_system_score_gemma":0.007096977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.979924,"about_ca_topic_score_gemma":0.989992,"domain_scores_codex":[0.9989161,0.0002115645,0.00006919249,0.0002715405,0.0002075263,0.0003240351],"domain_scores_gemma":[0.9960933,0.0007166575,0.0006174614,0.0002850755,0.001210163,0.001077359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001393482,0.0000666612,0.9880362,0.00003511948,0.00009387522,0.0001766034,0.001842651,0.000767709,0.0009339236,0.0001762428,0.0006963063,0.007035484],"study_design_scores_gemma":[0.000002345024,0.00001551846,0.9969169,0.00001604731,0.0000139676,0.00002549308,0.001844468,0.0008273101,0.00003941865,0.00002381777,0.0002686095,0.000006220357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981529,0.00009625808,0.0001016166,0.000073872,0.000003780156,0.00001111775,0.0004190146,0.000007035527,0.001134438],"genre_scores_gemma":[0.9981852,0.00007059323,0.0001120653,0.00001883083,0.000001325342,0.00001101599,0.0002778907,0.000005228305,0.001317792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02007598,"threshold_uncertainty_score":0.05697733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008396298943775164,"score_gpt":0.2984881622357386,"score_spread":0.2900918632919635,"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."}}