{"id":"W4298196921","doi":"10.1515/9781474424080","title":"Political Parties in the Arab World","year":2018,"lang":"en","type":"book","venue":"Edinburgh University Press eBooks","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Authoritarianism; Political science; Political economy; Context (archaeology); Democracy; Law; Sociology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007139199,0.0002095139,0.0002688287,0.0002145381,0.0005984058,0.0001097523,0.0009973011,0.0003332861,0.0003220492],"category_scores_gemma":[0.00005479688,0.0001815521,0.0001454848,0.00004494498,0.001440497,0.00009202785,0.000172893,0.0005668586,0.0000126575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158414,"about_ca_system_score_gemma":0.0007263932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676508,"about_ca_topic_score_gemma":0.004311473,"domain_scores_codex":[0.9979988,0.0002756559,0.0001511538,0.0003176208,0.0006350561,0.000621669],"domain_scores_gemma":[0.9989414,0.000326481,0.0001014465,0.0003308906,0.0001129259,0.0001868996],"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":[0.00002367859,0.00001013622,0.00001588694,0.000006066791,0.00001760903,0.00005954661,0.008208849,6.628586e-8,1.373596e-7,0.7394104,0.2520691,0.0001785435],"study_design_scores_gemma":[0.0002223604,0.00001983715,0.00001198891,0.000112431,0.00005478975,6.847621e-7,0.002379287,0.000002336351,0.000003861463,0.006325149,0.990647,0.0002202615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004964247,0.00007693848,0.000009033494,0.0005656982,0.0007825897,0.00035241,0.00002269315,0.00006828196,0.9980727],"genre_scores_gemma":[0.002366881,0.00001754738,0.00001239718,0.0002622465,0.002572822,0.000001405907,0.000008198693,0.00001087446,0.9947476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7385779,"threshold_uncertainty_score":0.7403478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04722555808622939,"score_gpt":0.2613229870307088,"score_spread":0.2140974289444794,"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."}}