{"id":"W4415501460","doi":"10.1007/978-3-031-99766-2_7","title":"Saving Face and Losing It: The Saudi Monarchy, the Iranian Spectre, and Alibis for War","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Sectarianism; State (computer science); Ideology; Politics; Theocracy; Rhetoric; Foreign policy; Middle East","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00115957,0.0002216454,0.0002475871,0.0000487513,0.001431245,0.0001934898,0.0003822736,0.0002000729,0.0003072566],"category_scores_gemma":[0.000125924,0.0001415131,0.00007646725,0.00002344588,0.0006893785,0.00009085453,0.000200437,0.0002420121,0.00001475796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664363,"about_ca_system_score_gemma":0.0002073362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004612789,"about_ca_topic_score_gemma":0.002776216,"domain_scores_codex":[0.9988316,0.00004957302,0.0002484814,0.0003706202,0.0001959154,0.0003037674],"domain_scores_gemma":[0.9979973,0.001558521,0.0001312768,0.0002140764,0.00003739414,0.00006139991],"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":[0.000009833242,0.000003909956,0.0003800428,0.00005431538,0.0001833896,0.000001613795,0.04500166,3.406788e-7,0.000003388712,0.8015783,0.1065793,0.0462039],"study_design_scores_gemma":[0.0001315359,0.000008810219,0.0002144122,0.0001048968,0.00005825821,0.00000113721,0.01563338,0.00001871652,0.000004494412,0.09533767,0.8882682,0.0002185041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003376778,0.001581313,0.0001690554,0.0435091,0.0003744484,0.001034964,0.00002375677,0.00005339826,0.9529163],"genre_scores_gemma":[0.004498603,0.003398474,0.001321049,0.002988294,0.0003352341,0.00002776334,0.000005456485,0.00002970206,0.9873954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7816889,"threshold_uncertainty_score":0.9998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150062362337806,"score_gpt":0.2946266474424579,"score_spread":0.2631260238190798,"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."}}