{"id":"W3173406107","doi":"10.1111/cag.12695","title":"Surveillance, trust, and policing at music festivals","year":2021,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Privilege (computing); Fear of crime; Music festival; Parallels; Terrorism; Advertising; Psychology; Criminology; Public relations; Social psychology; Political science; Business; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005114879,0.0002870428,0.0003534415,0.001738796,0.00337168,0.0002987638,0.0002767981,0.0002160948,0.0007975968],"category_scores_gemma":[0.0003822602,0.0003289845,0.0001922272,0.004373404,0.001977947,0.000359885,0.00007421826,0.000227264,0.0000190858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045017,"about_ca_system_score_gemma":0.0006552746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890157,"about_ca_topic_score_gemma":0.9999407,"domain_scores_codex":[0.9971537,0.000303546,0.0002924626,0.0005382082,0.0002678084,0.001444293],"domain_scores_gemma":[0.9970198,0.0003707928,0.0001143112,0.0004239049,0.0002504296,0.001820745],"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":[0.00000829368,0.00001498311,0.9045162,0.00003328925,0.0001365632,0.0001274213,0.02929098,0.000007034337,0.00008812911,0.0285841,0.02888134,0.008311621],"study_design_scores_gemma":[0.0001591414,0.00002150432,0.4645876,0.00002942043,0.00003629111,0.00006237398,0.02375631,0.000003325983,0.000004915237,0.0006964577,0.5102582,0.0003844281],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296802,0.001380561,6.764123e-7,0.006807446,0.000732502,0.0001900328,0.0002186346,0.0001127471,0.06087715],"genre_scores_gemma":[0.9830008,0.008359802,0.0001109157,0.002187319,0.0004427244,0.00002957169,0.00005843212,0.00003787686,0.005772599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4813769,"threshold_uncertainty_score":0.9999162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229035678761636,"score_gpt":0.2631055526633922,"score_spread":0.2402019847872286,"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."}}