{"id":"W2801658341","doi":"10.1111/cag.12468","title":"Connecting social disorganization to broken windows and routine activities","year":2018,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Neighbourhood (mathematics); Sociology; Key (lock); Criminology; Economic geography; Computer science; Geography; Mathematics; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003308258,0.0002260669,0.0002413503,0.002059665,0.003751893,0.000362064,0.0002954094,0.0001405,0.0007876452],"category_scores_gemma":[0.0002280202,0.0002621175,0.0001380493,0.003145783,0.001307732,0.0003603031,0.00005770203,0.0001282087,0.00001431488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161163,"about_ca_system_score_gemma":0.0001364837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8704943,"about_ca_topic_score_gemma":0.9991869,"domain_scores_codex":[0.9980626,0.0001143267,0.0002553923,0.0004116692,0.0001960483,0.0009600109],"domain_scores_gemma":[0.9985098,0.00007629119,0.00008581045,0.000182417,0.0002435482,0.0009020807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003632182,0.00005098217,0.6439235,0.00005822221,0.0003100891,0.00002534328,0.1650509,0.000003117468,0.0002069148,0.0885352,0.04758044,0.05421904],"study_design_scores_gemma":[0.0003881851,0.0002869326,0.2516724,0.0000850237,0.00008618609,0.00001232582,0.2257226,0.000009984845,0.0000985407,0.001576667,0.5192112,0.0008498863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809151,0.00022648,0.00006057078,0.005587135,0.0007143169,0.0003560826,0.0001699112,0.0001278385,0.01184252],"genre_scores_gemma":[0.9975885,0.0001375556,0.00008155251,0.0007432267,0.0007928855,0.00002897584,0.00003001896,0.00003675484,0.0005605494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4716308,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498199213109244,"score_gpt":0.2588049844997189,"score_spread":0.2438229923686265,"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."}}