{"id":"W2002387436","doi":"10.1111/ips.12052","title":"Privatizing Security, Securitizing Policing: The Case of the G20 in Toronto, Canada","year":2014,"lang":"en","type":"article","venue":"International Political Sociology","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Sociology; International relations; Politics; Media studies; Law; Public administration; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001159905,0.00007644954,0.0001409441,0.00001501159,0.0003252391,0.00002020305,0.0005442807,0.0001318709,0.0001826391],"category_scores_gemma":[0.002763168,0.000052706,0.00005781867,0.00007466858,0.0007540278,0.00008360823,0.0001462734,0.000283802,0.000001699485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362038,"about_ca_system_score_gemma":0.0007411067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930193,"about_ca_topic_score_gemma":0.9914031,"domain_scores_codex":[0.9979326,0.0008341534,0.0002990877,0.0001408261,0.0002614285,0.0005318876],"domain_scores_gemma":[0.9980722,0.00145206,0.0000848995,0.0001354093,0.0001158139,0.0001395858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002094152,0.00001884583,0.01522012,0.0000052151,0.000007460548,0.00001008174,0.006975178,0.000001198504,0.000001632612,0.9768268,0.0007462196,0.0001850878],"study_design_scores_gemma":[0.0004121783,0.00003353401,0.04767744,0.00003855299,0.000008432506,0.0001234553,0.03506771,0.0005996461,0.00002044068,0.7043107,0.2115256,0.0001823147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7260276,0.0000396079,0.000009663801,0.0990971,0.0008137141,0.0001164329,0.00002745437,0.000009685249,0.1738587],"genre_scores_gemma":[0.9904395,0.000005602296,0.00001019895,0.008842713,0.0006452446,0.000006358872,0.000002625278,0.000004099169,0.00004363573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2725162,"threshold_uncertainty_score":0.3561683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613357085495385,"score_gpt":0.3463882441110533,"score_spread":0.3302546732560995,"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."}}