{"id":"W4392084839","doi":"10.1007/978-3-031-45721-0_10","title":"Lebanon: Consociationalism Between Immobilism and Reform","year":2024,"lang":"en","type":"book-chapter","venue":"Federalism and internal conflicts","topic":"Middle East Politics and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"Economic and Social Research Council","keywords":"Political science; Political economy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008125923,0.0005278969,0.0002392724,0.0008061934,0.005091307,0.0053705,0.0004609356,0.001537209,0.00556573],"category_scores_gemma":[0.0005681601,0.0001679619,0.0001516018,0.001311376,0.008529394,0.002307711,0.001862927,0.002668893,0.0004392905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0134886,"about_ca_system_score_gemma":0.00651772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04399888,"about_ca_topic_score_gemma":0.07853753,"domain_scores_codex":[0.9995816,0.000227231,0.000007430933,0.00003342735,0.00004200838,0.0001082345],"domain_scores_gemma":[0.9998949,0.00004541368,0.00001530577,0.00001116848,0.00001677461,0.00001643929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001061161,0.00001137449,0.0001088476,0.00001487517,0.000001730638,0.00004729331,0.002322243,0.00005419645,0.00006045602,0.9840938,0.006056908,0.007217637],"study_design_scores_gemma":[0.00004427315,0.00003882377,0.003531304,0.0003226741,0.00001642426,0.0001244206,0.006792009,0.0004286014,0.0004840804,0.4389632,0.5492393,0.00001493479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02878321,0.02683317,0.0007277021,0.0209475,0.0007832553,0.00002532583,0.00004512927,0.00001987633,0.9218348],"genre_scores_gemma":[0.7183505,0.01051283,0.001106002,0.006950552,0.0008619822,0.000113503,0.00006450751,0.00005018707,0.2619899],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04399888,"threshold_uncertainty_score":0.09786713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941856703619878,"score_gpt":0.2996447918881775,"score_spread":0.2602262248519787,"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."}}