{"id":"W3025304989","doi":"10.18260/1-2--33105","title":"Middle East and North Africa (MENA): Globalization and the Role of Culture","year":2020,"lang":"en","type":"article","venue":"","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Wycliffe College","funders":"","keywords":"Middle East; Globalization; Population; Population growth; Economy; Geography; Business; Development economics; Economic growth; Economics; Market economy","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":[0.00001554825,0.0000384726,0.00005947392,0.000002519023,0.00001557098,0.00001248447,0.00002228144,0.00001671353,0.00004028803],"category_scores_gemma":[0.00001180299,0.0000229866,0.000006998518,0.00004330189,0.00003280753,0.00001781598,0.00001686671,0.00002400479,6.965282e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001396279,"about_ca_system_score_gemma":0.000001356343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001445889,"about_ca_topic_score_gemma":0.00001750309,"domain_scores_codex":[0.999816,0.000003724371,0.00005917888,0.00004109549,0.00003672851,0.00004328703],"domain_scores_gemma":[0.9999123,0.000005354661,0.0000083733,0.00003367324,0.00001140252,0.00002894611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001981588,0.00009238945,0.09726154,0.001533571,0.0004153275,0.00001526827,0.1211663,0.03434446,0.001196223,0.5999952,0.06606783,0.07771368],"study_design_scores_gemma":[0.001083946,0.00005749061,0.004694108,0.00001619841,0.00007525778,0.000006925293,0.003676097,0.671749,0.0002273163,0.002432267,0.3157478,0.0002335309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08059226,0.01448415,0.03225679,0.001072776,0.0001052426,0.0005165026,0.0000999861,0.0003456456,0.8705266],"genre_scores_gemma":[0.9993472,0.0001588934,0.000324017,0.00004711651,0.00002258834,0.00000106449,0.000004777067,0.000003357602,0.00009095817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9187549,"threshold_uncertainty_score":0.09373662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829945178344097,"score_gpt":0.1649577864112317,"score_spread":0.1466583346277908,"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."}}