{"id":"W4393945254","doi":"10.1016/j.physd.2024.134149","title":"The dictator’s dilemma: The distortion of information flow in autocratic regimes and its consequences","year":2024,"lang":"en","type":"article","venue":"Physica D Nonlinear Phenomena","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dictator; Autocracy; Dilemma; Distortion (music); Flow (mathematics); Economics; Mathematical economics; Microeconomics; Econometrics; Positive economics; Computer science; Political science; Mathematics; Physics; Mechanics; Geometry; Law; Democracy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002554261,0.000658422,0.0007756781,0.0008277856,0.002086584,0.004309244,0.001817298,0.004221711,0.006376648],"category_scores_gemma":[0.01279067,0.0004111403,0.0008417981,0.0008366163,0.007885737,0.006234829,0.002615293,0.003319317,0.0008227454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003242403,"about_ca_system_score_gemma":0.002134496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004581213,"about_ca_topic_score_gemma":0.00164784,"domain_scores_codex":[0.998264,0.0009016167,0.00004423006,0.0002463099,0.0002774894,0.0002663289],"domain_scores_gemma":[0.9946278,0.002816794,0.001196214,0.0005079095,0.0003560659,0.0004951728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007344872,0.00004418877,0.001328571,0.00006940919,0.00001917565,0.0004038044,0.001178503,0.0439816,0.0003867459,0.9427065,0.003751454,0.006056637],"study_design_scores_gemma":[0.00007662738,0.0001214809,0.001086348,0.0000948352,0.00001601004,0.0003356901,0.0006177849,0.1341376,0.0002687844,0.8541729,0.009004478,0.0000673303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3215806,0.007666453,0.3090503,0.04651823,0.0009611495,0.0003208511,0.0006624421,0.0003970404,0.312843],"genre_scores_gemma":[0.9810652,0.001250079,0.006519609,0.0006382107,0.0001644077,0.000117913,0.00004539785,0.00003379446,0.0101654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006376648,"threshold_uncertainty_score":0.02352542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221977933948395,"score_gpt":0.309790456289113,"score_spread":0.2875926628942735,"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."}}