{"id":"W4229449951","doi":"10.33423/jabe.v24i2.5143","title":"The Strangulation and Resuscitation of Representative Democracy in the United States","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; Autocracy; Politics; Presidential system; Resuscitation; Government (linguistics); Secret ballot; Shock (circulatory); Ballot; Law; Political science; Medicine; Voting; Internal medicine; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002389311,0.0001195318,0.0002000192,0.0008591744,0.0008264343,0.001351762,0.0001939753,0.0003219702,0.002275132],"category_scores_gemma":[0.01361007,0.0001448611,0.0001731088,0.0007808555,0.001472136,0.001323878,0.001800817,0.001141626,0.0002466528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467866,"about_ca_system_score_gemma":0.001703144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00915179,"about_ca_topic_score_gemma":0.01345445,"domain_scores_codex":[0.9979448,0.001093725,0.00008895902,0.0001679602,0.0003755111,0.0003289527],"domain_scores_gemma":[0.9931299,0.002222517,0.002724777,0.0004185713,0.0008278958,0.0006763078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000311479,0.0002320668,0.7527809,0.0001081492,0.00008788359,0.0005886493,0.005561894,0.01887976,0.001273362,0.1132275,0.009904247,0.09704407],"study_design_scores_gemma":[0.00005964271,0.0004398288,0.8091052,0.0002370452,0.00007141049,0.0002943506,0.01220326,0.05433839,0.004172919,0.08297087,0.03600574,0.0001012956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668409,0.0001913339,0.003943679,0.003327882,0.00004142355,0.00002762558,0.0001460124,0.00003578631,0.02544546],"genre_scores_gemma":[0.998817,0.00005952178,0.0002889001,0.0001502631,0.000009803384,0.000008169659,0.00005084084,0.000001987667,0.000613709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00915179,"threshold_uncertainty_score":0.01819706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133946505021105,"score_gpt":0.2185987253565608,"score_spread":0.2072592603063497,"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."}}