{"id":"W4391360852","doi":"10.1080/13537113.2024.2305505","title":"Afterword: Consociationalism and the State: Situating Lebanon and Iraq in a Global Perspective","year":2024,"lang":"en","type":"article","venue":"Nationalism and Ethnic Politics","topic":"Middle East Politics and Society","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Perspective (graphical); State (computer science); Political science; Political economy; Sociology; Art","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":[0.001157521,0.0000829037,0.0001139665,0.00003557922,0.0003319206,0.0001837571,0.00005539625,0.00009045135,0.0000190147],"category_scores_gemma":[0.0005569205,0.00006853359,0.00003076639,0.0001929841,0.0008177084,0.0001372424,0.00004998185,0.0001580013,0.000001652503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826172,"about_ca_system_score_gemma":0.0003261179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00755887,"about_ca_topic_score_gemma":0.002234517,"domain_scores_codex":[0.9988862,0.0001921393,0.0001585791,0.0001852176,0.0003240518,0.0002538335],"domain_scores_gemma":[0.9988409,0.0008636643,0.0000313034,0.00004333219,0.0001228706,0.00009798665],"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":[0.00000211348,0.00000580147,0.0009342166,0.00001372673,0.00001769351,0.000001882389,0.07600752,0.000001320008,4.514258e-7,0.9223751,0.0001533463,0.0004867674],"study_design_scores_gemma":[0.0005525724,0.000006479387,0.02505887,0.00003941015,0.00002000798,0.000005600036,0.02327531,0.001587299,4.82553e-7,0.9428337,0.006510551,0.000109679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8727067,0.02964505,0.000132161,0.04854352,0.0003457901,0.0003956669,0.0003981358,0.00006281739,0.04777021],"genre_scores_gemma":[0.9953852,0.001208829,0.0001078535,0.001280965,0.000256985,0.00001327092,0.000006527126,0.000005017278,0.001735305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1226786,"threshold_uncertainty_score":0.9990499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812593654065489,"score_gpt":0.3643435794529222,"score_spread":0.3362176429122674,"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."}}