{"id":"W2996431005","doi":"10.1007/978-3-030-01426-1_31-1","title":"Social Media and the Quest for Democracy","year":2019,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec en Outaouais","funders":"","keywords":"Mainstream; Democracy; Hegemony; Sociology; Political science; Social media; Normative; Politics; Public relations; Media studies; Law","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":[0.0008981532,0.000545838,0.0003435038,0.001252527,0.001907843,0.009933871,0.0004879504,0.002765179,0.02080671],"category_scores_gemma":[0.00203388,0.000219914,0.0001863993,0.001991786,0.008305086,0.00768103,0.001949112,0.003000626,0.003185689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262651,"about_ca_system_score_gemma":0.00252185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243553,"about_ca_topic_score_gemma":0.003261054,"domain_scores_codex":[0.9991007,0.0004514924,0.00002189798,0.00007530581,0.0002597975,0.00009089612],"domain_scores_gemma":[0.9987154,0.0009943279,0.00006322753,0.00007516343,0.00008187176,0.00007001661],"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":[0.000003680013,0.000008511704,0.00003553043,0.00003735344,0.00000136961,0.00001972575,0.0006254373,0.00008183499,0.00003699806,0.9665159,0.01923428,0.01339939],"study_design_scores_gemma":[0.000003855794,0.000005552476,0.0001268471,0.0001607451,0.000001538006,0.00004151636,0.0008139513,0.0001379085,0.00007000045,0.5340455,0.4645881,0.000004527846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002143369,0.04665067,0.002378577,0.02502593,0.00114223,0.00001067656,0.00005893606,0.0000396862,0.9225499],"genre_scores_gemma":[0.2514285,0.08130582,0.002526517,0.00583217,0.006284868,0.00009577523,0.000119805,0.0001251761,0.6522814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02080671,"threshold_uncertainty_score":0.06960535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001695480388456,"score_gpt":0.3531630864894057,"score_spread":0.3131461316855211,"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."}}