{"id":"W6926558335","doi":"10.25392/leicester.data.27612966","title":"Everyone Wearing a Uniform: North American Media Coverage of Canadian Police, Police Organizational Communication Efficacy and Officer Self-legitimacy in a post-George Floyd Digital Age","year":2024,"lang":"en","type":"dissertation","venue":"University of Leicester","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publicity; Officer; Constructive; Qualitative research; Social media; Organizational communication; Public service; Community policing; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006374037,0.0002031036,0.0004379833,0.001163874,0.00006955018,0.00003733664,0.0002136569,0.0001365197,0.00008468956],"category_scores_gemma":[0.00006123057,0.0002119027,0.00006380509,0.001065681,0.0001239415,0.000224936,0.00008033888,0.0003438813,0.00001460283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653113,"about_ca_system_score_gemma":0.0005702032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3949238,"about_ca_topic_score_gemma":0.7750498,"domain_scores_codex":[0.9990532,0.00003164972,0.000242985,0.0002734805,0.0001989185,0.0001997239],"domain_scores_gemma":[0.9989187,0.00009535118,0.0002301838,0.000282016,0.0002952262,0.0001785678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.009586505,0.003796169,0.2282182,0.01483143,0.005578202,0.0008280395,0.6161398,0.00006402232,0.06564299,0.0008912864,0.009322564,0.04510072],"study_design_scores_gemma":[0.001414461,0.0001568221,0.9763193,0.0009165254,0.0005316618,0.00002527713,0.007732156,0.00002538478,0.0007294048,0.000003503947,0.01174084,0.0004046437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929934,0.0001288879,2.691677e-7,0.0004126356,0.00004731242,0.0003398043,0.0003791028,0.00002511189,0.005673545],"genre_scores_gemma":[0.9930655,0.0006087828,0.0002117341,0.00009710175,0.00004111909,5.76462e-8,0.003201758,0.00002820149,0.002745703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7481011,"threshold_uncertainty_score":0.864114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006485926003905173,"score_gpt":0.2029379457718087,"score_spread":0.1964520197679035,"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."}}