{"id":"W46661476","doi":"10.1007/978-94-6209-290-7_12","title":"The Mediatization of Democracy, and the Specter of Critical Media Engagement","year":2013,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Democracy; The Internet; Media studies; Social media; Political science; Sociology; Computer science; Law; World Wide Web; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003170636,0.0006289108,0.0003385746,0.001787917,0.005193059,0.01435627,0.0007440828,0.003517209,0.008153969],"category_scores_gemma":[0.005594812,0.0002150244,0.0002216944,0.00195176,0.03900629,0.01565756,0.005798328,0.005616227,0.001361651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004716363,"about_ca_system_score_gemma":0.003806273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666072,"about_ca_topic_score_gemma":0.002249435,"domain_scores_codex":[0.9961416,0.00262087,0.00005731706,0.0002489761,0.0006925131,0.0002386303],"domain_scores_gemma":[0.9959403,0.003140426,0.0001707313,0.0003268918,0.0002173898,0.0002042706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004100144,0.000004410263,0.00002484977,0.00003188693,9.567251e-7,0.00002284673,0.004577808,0.0000375727,0.00003519673,0.9826141,0.008244307,0.004401916],"study_design_scores_gemma":[0.000007805117,0.000007620256,0.00009804727,0.0003060446,0.000001919337,0.00007000663,0.003787776,0.0001273063,0.0001851161,0.5598492,0.435552,0.000007100354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003825226,0.01772396,0.004506139,0.04002721,0.001864031,0.00002773078,0.0000267996,0.00004930851,0.9319496],"genre_scores_gemma":[0.5685865,0.03841173,0.004051012,0.02278341,0.008844718,0.0003164094,0.00008137822,0.0003552423,0.3565696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01435627,"threshold_uncertainty_score":0.0342198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721099332231994,"score_gpt":0.2795061700439575,"score_spread":0.2522951767216375,"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."}}