{"id":"W2174734155","doi":"10.1093/oxfordhb/9780199935383.013.80","title":"High-Visibility Policing","year":2015,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Visibility; Computer science; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004593469,0.0002193438,0.0002976974,0.0001282474,0.0007503791,0.00008090481,0.0005151001,0.0004541663,0.0002967884],"category_scores_gemma":[0.0000321394,0.0002619916,0.0001597853,0.00001142003,0.0004408981,0.0002147181,0.0002300766,0.0004682555,0.00001072234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157034,"about_ca_system_score_gemma":0.000421136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.135059,"about_ca_topic_score_gemma":0.02580633,"domain_scores_codex":[0.9986042,0.0001175022,0.0001459649,0.0003483938,0.0004341123,0.0003498266],"domain_scores_gemma":[0.9986856,0.0001271556,0.000228155,0.0004385664,0.0001984593,0.0003220579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003086639,0.000007314259,0.000009239662,0.00001216313,0.00004854702,0.00001044933,0.007675386,0.000008766172,0.000001848115,0.9798086,0.008179786,0.004207032],"study_design_scores_gemma":[0.0001991408,0.0000279918,0.00003476699,0.00004846886,0.0001407877,9.484858e-7,0.000551662,0.000003342522,0.000001090644,0.003906264,0.9948089,0.0002766917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006334701,0.0000125319,0.00004968606,0.0001750944,0.0003368366,0.0002659441,0.0001478795,0.0001782569,0.9982003],"genre_scores_gemma":[0.00592811,0.0003021253,0.0001943531,0.00008782276,0.0005514827,2.720985e-7,0.00001870913,0.00002495584,0.9928921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9866291,"threshold_uncertainty_score":0.9999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000225305290638,"score_gpt":0.315563482132179,"score_spread":0.2155409516031152,"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."}}