{"id":"W2964383201","doi":"","title":"Democracy in the Information Age: The Death of Consciousness","year":2018,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Big data; Politics; Democracy; Political science; Population; Autonomy; Public relations; Analytics; Agency (philosophy); Sociology; Data science; Social science; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008965753,0.00005161348,0.00007263142,0.0001727532,0.0009838429,0.0004237273,0.0008482962,0.00004487636,0.0001173955],"category_scores_gemma":[0.001883837,0.00002761031,0.00002259695,0.000839573,0.0008031706,0.00112559,0.0001162397,0.000264375,0.0001234613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007610772,"about_ca_system_score_gemma":0.0001974524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344056,"about_ca_topic_score_gemma":0.0003500808,"domain_scores_codex":[0.9974854,0.0001101728,0.000244402,0.00005894521,0.001726943,0.0003741119],"domain_scores_gemma":[0.9986433,0.0002193225,0.00008536919,0.00008931947,0.0009057147,0.00005702219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001522369,0.00003452091,0.01462342,0.00001713452,0.000004764128,2.781923e-7,0.6632836,1.222776e-7,0.00002423951,0.2994467,0.01949065,0.003059336],"study_design_scores_gemma":[0.0003691146,0.0001400193,0.2404182,0.00004763245,0.000003041537,0.000001398995,0.6010328,0.00002676428,0.0001599198,0.01392229,0.1438036,0.00007520381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6200468,0.000007516794,0.000006610289,0.005829962,0.00005610928,0.0005624133,7.395963e-7,0.00001181315,0.3734781],"genre_scores_gemma":[0.9986994,0.00006814033,0.0000180901,0.0004544064,0.0001369322,0.00001387578,8.534799e-7,0.000001946182,0.0006063654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3786526,"threshold_uncertainty_score":0.7567024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587270849753416,"score_gpt":0.4915883804565367,"score_spread":0.3328612954811951,"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."}}