{"id":"W4415513648","doi":"10.32920/30438080.v1","title":"<b>The Tyranny of the Minority: </b><b>How Democracy Defeats Itself and the Case for Algorithmic Authority as a Replacement</b>","year":2025,"lang":"","type":"article","venue":"","topic":"Populism, Right-Wing Movements","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Democracy; Operationalization; Population; Politics; Competence (human resources); Corporate governance; Authoritarianism","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":[0.003198294,0.0003662591,0.0003721751,0.0006581901,0.003923897,0.007740202,0.0009656785,0.005029075,0.01555697],"category_scores_gemma":[0.007429129,0.0001963065,0.0004367291,0.0007042288,0.01296718,0.007658921,0.003255739,0.004168807,0.004523946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004851755,"about_ca_system_score_gemma":0.003683111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009464903,"about_ca_topic_score_gemma":0.0071648,"domain_scores_codex":[0.9972842,0.001167025,0.0000675429,0.0006061951,0.000574647,0.0003003741],"domain_scores_gemma":[0.99752,0.001105187,0.0002943498,0.0004576036,0.000412782,0.0002101251],"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":[0.00001056365,0.000006114344,0.0001304976,0.00002468319,0.000002622994,0.00002874501,0.0003965631,0.0002967565,0.0001438386,0.9682431,0.02174378,0.008972786],"study_design_scores_gemma":[0.00001071495,0.00001288723,0.0002662956,0.0000855524,0.000003903504,0.00003713713,0.0004179846,0.001304288,0.0006839563,0.7830684,0.2140908,0.00001804607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02149265,0.007242892,0.06603064,0.3752042,0.00338307,0.00005726627,0.000209758,0.0002632877,0.5261163],"genre_scores_gemma":[0.6993037,0.005906747,0.01999281,0.06682564,0.002243204,0.0002780273,0.0001767606,0.0004524053,0.2048207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01555697,"threshold_uncertainty_score":0.0520432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813064075487769,"score_gpt":0.2942289828462214,"score_spread":0.2760983420913437,"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."}}