{"id":"W6982608680","doi":"","title":"Intelligence-Captivated Policing: Real-Time Operations Centres and Real-Time Situational Awareness in Canadian Police Services","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Situation awareness; Context (archaeology); Workaround; Restructuring; Homeland security; Work (physics); Reification (Marxism); The Imaginary","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164713,0.0004948626,0.0002541222,0.002808708,0.02080075,0.009389702,0.001939697,0.001145971,0.007102186],"category_scores_gemma":[0.005751266,0.0004609867,0.0004110728,0.004807628,0.01298502,0.003011315,0.005246024,0.002647574,0.0003192502],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1727951,"about_ca_system_score_gemma":0.1861718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952441,"about_ca_topic_score_gemma":0.9970885,"domain_scores_codex":[0.9964384,0.0005985304,0.00008413832,0.0003094357,0.001083825,0.001485771],"domain_scores_gemma":[0.9971901,0.0003374454,0.0003070308,0.00009879775,0.0009903401,0.00107627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001427109,0.0001524548,0.08589162,0.0002553092,0.00003512107,0.001516579,0.5543763,0.00202929,0.001228256,0.2402648,0.01650215,0.09760544],"study_design_scores_gemma":[0.00001620943,0.00005328866,0.1332874,0.000364743,0.00003778494,0.0003685782,0.6628708,0.002981773,0.0005699604,0.009932606,0.1893654,0.0001514192],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.81117,0.001936555,0.003035083,0.01940187,0.0001719174,0.0001917387,0.0004280084,0.0001169667,0.1635478],"genre_scores_gemma":[0.9891812,0.0008272988,0.000781681,0.0003564889,0.00001100904,0.00002232998,0.00009078118,0.00002295144,0.008706233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1727951,"threshold_uncertainty_score":0.9594404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393739105499649,"score_gpt":0.2691283780903631,"score_spread":0.2551909870353666,"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."}}