{"id":"W4387489467","doi":"10.29173/cjs29727","title":"Synoptic Prudentialism","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Reflexivity; Bureaucracy; Sociology; Social media; Public relations; Rumor; Front line; Perspective (graphical); Gaze; Vulnerability (computing); Narrative; Officer; Media studies; Political science; Psychology; Law; Computer security; Social science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009818265,0.0005155421,0.0003295276,0.003037384,0.005672258,0.005342904,0.0008689458,0.001167219,0.003849047],"category_scores_gemma":[0.02624266,0.000401393,0.0003567135,0.001662859,0.02725201,0.008321561,0.008683289,0.002667312,0.0003148348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003535878,"about_ca_system_score_gemma":0.002964647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005082684,"about_ca_topic_score_gemma":0.005040201,"domain_scores_codex":[0.98241,0.009448617,0.0006902054,0.001639073,0.004661093,0.001151053],"domain_scores_gemma":[0.9793807,0.008453721,0.005327075,0.002778552,0.002697947,0.001362062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001299907,0.00007544162,0.02980649,0.000278118,0.000039996,0.0005517277,0.535952,0.0003659923,0.003278654,0.3796516,0.004366701,0.04550325],"study_design_scores_gemma":[0.00002834286,0.0002190527,0.05345334,0.0007062152,0.00004998184,0.001685692,0.4669394,0.003188122,0.001889088,0.3168118,0.1548852,0.0001436616],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6606926,0.001348657,0.04782017,0.01187374,0.0003717727,0.0001911471,0.000108055,0.0001300359,0.2774638],"genre_scores_gemma":[0.9965386,0.0001584218,0.001528866,0.0002675322,0.00004215478,0.00002825088,0.0000147177,0.00001877239,0.001402693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009818265,"threshold_uncertainty_score":0.05192459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06728637294702904,"score_gpt":0.3764060977401506,"score_spread":0.3091197247931216,"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."}}