{"id":"W2885366996","doi":"10.29311/nmes.v5i0.2657","title":"United They Stand? A Study of Authoritarian Responses during the Arab Spring","year":2015,"lang":"en","type":"article","venue":"New Middle Eastern Studies","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Authoritarianism; Opposition (politics); Political economy; Democracy; Monarchy; Political science; Politics; Regime change; Corporate governance; Sociology; Law; Economics","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":[0.0007587172,0.0001212717,0.0002363392,0.00005934244,0.0005094832,0.00004623559,0.0003204478,0.00003677088,0.000004167533],"category_scores_gemma":[0.001555019,0.00008292178,0.00004378601,0.0002612808,0.0002252625,0.0001234555,0.0001886088,0.0001256453,0.00001830641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206617,"about_ca_system_score_gemma":0.0002068347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03116604,"about_ca_topic_score_gemma":0.03727164,"domain_scores_codex":[0.9983235,0.000349529,0.0002387061,0.0001758276,0.0005653544,0.0003470703],"domain_scores_gemma":[0.9989325,0.0003141476,0.0001156882,0.0002415933,0.0002394746,0.000156535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005477408,0.000267548,0.3482594,0.00004732513,0.0003875365,0.00003170827,0.5486057,0.00002261217,0.00004356951,0.1001867,0.0001866972,0.001413517],"study_design_scores_gemma":[0.002117397,0.0003775587,0.2078491,0.0001909958,0.00008926488,0.000001006531,0.7013661,0.0000117762,0.00007085923,0.003904083,0.08374505,0.000276782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843938,0.002382078,0.000007790683,0.001488523,0.0003080303,0.0002825413,0.000005883269,0.00004875614,0.01108256],"genre_scores_gemma":[0.9697527,0.00006586342,0.00001965464,0.00003552427,0.0003265983,0.000009926336,7.119841e-8,0.000008593898,0.02978103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1527604,"threshold_uncertainty_score":0.9802957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2330321518828051,"score_gpt":0.3803587560144872,"score_spread":0.1473266041316821,"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."}}