{"id":"W2265343511","doi":"10.12816/0009765","title":"The MENA Saga","year":2013,"lang":"en","type":"article","venue":"Islam and Civilisational Renewal","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geopolitics; Middle East; Politics; Modernization theory; State (computer science); Indigenous; Political science; Geography; Economy; Development economics; Economics; Archaeology; Law","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":[0.0000906044,0.00009281265,0.00006955219,0.00001932405,0.0002798118,0.00009848199,0.000116989,0.00005812162,0.0006182345],"category_scores_gemma":[0.00007359414,0.00006271086,0.00003902621,0.00007423804,0.0001162261,0.0001188596,0.00003990303,0.00006240467,0.0002251338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001647449,"about_ca_system_score_gemma":0.00003653163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006685836,"about_ca_topic_score_gemma":0.008899394,"domain_scores_codex":[0.9993003,0.00004431054,0.0001341082,0.0001312678,0.0001855496,0.0002044921],"domain_scores_gemma":[0.9995283,0.0001796577,0.00003245766,0.0001353076,0.00005319244,0.00007110311],"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":[0.000003748214,0.000009811019,0.0000420418,0.000001728128,0.00001501921,3.626307e-7,0.0004243974,0.0001337867,0.0002200254,0.9801738,0.007386078,0.01158917],"study_design_scores_gemma":[0.0002274376,0.00002414618,0.009207581,0.000005098635,0.000005718795,0.000009010465,0.0002419825,0.000261148,0.0002301021,0.4105747,0.5791023,0.0001107733],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3590398,0.0003832725,0.000003770792,0.005156788,0.0002119018,0.0000672145,0.000006497396,0.00004663756,0.6350842],"genre_scores_gemma":[0.9926342,0.0001599889,0.00004449651,0.0008277494,0.0003513604,0.000031491,0.00001832068,0.00000711041,0.005925283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6335945,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009205764212555118,"score_gpt":0.2080107460943556,"score_spread":0.1988049818818005,"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."}}