{"id":"W3160921702","doi":"10.18192/cjms-rcem.v17i1.5881","title":"The Mediatization of Public Administration: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Media Studies","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Politics; Political communication; Administration (probate law); Exploratory research; Political science; Public relations; Sociology; Public administration; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002246839,0.0001667724,0.001549735,0.0001549249,0.0006779922,0.00007660095,0.0004635236,0.0001628082,0.00005921806],"category_scores_gemma":[0.04377032,0.0001141406,0.0003992373,0.0007074558,0.0008816688,0.0001054914,0.00001650145,0.0003206142,0.000003790106],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003719782,"about_ca_system_score_gemma":0.04139486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003353259,"about_ca_topic_score_gemma":0.2016771,"domain_scores_codex":[0.9965848,0.001203392,0.001153896,0.00009671035,0.0005799276,0.0003812703],"domain_scores_gemma":[0.9919454,0.00431672,0.001427671,0.0001486138,0.001547614,0.000614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.90195e-7,0.000005240647,0.00005369881,0.02722361,0.0005260402,0.00007693206,0.01285947,6.943936e-9,1.809391e-9,0.01197713,0.01904752,0.9282302],"study_design_scores_gemma":[0.00002774208,0.00001490772,5.004633e-7,0.186808,0.0005343506,0.00001106598,0.01038832,3.438007e-9,8.466553e-8,0.0001220244,0.8020137,0.00007936538],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001451584,0.9880674,0.000001799351,0.00658466,0.004447302,0.0004026787,0.00002040706,0.00000255386,0.0004717604],"genre_scores_gemma":[0.00003084494,0.9974,0.00003286469,0.0001329498,0.002301149,0.00002382017,0.000009533518,0.00001337628,0.00005545906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9281508,"threshold_uncertainty_score":0.9642844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2893191784533394,"score_gpt":0.4783253872252306,"score_spread":0.1890062087718912,"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."}}