{"id":"W2586094327","doi":"10.5555/arwg.1480-6800.17.2.186","title":"The Arab Gulf States after Oil: Deploying Windfalls for Sustainable Development","year":2015,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversification (marketing strategy); Sustainable development; Politics; Economic geography; Political science; Economy; Geography; Regional science; Economics; Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007166635,0.000176474,0.00009891824,0.0004002801,0.002238793,0.002825214,0.0002080955,0.0007569448,0.002452059],"category_scores_gemma":[0.001617537,0.00007399703,0.00007911956,0.0009941047,0.001829864,0.002608985,0.002035046,0.000916377,0.000163168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602225,"about_ca_system_score_gemma":0.002551935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060001,"about_ca_topic_score_gemma":0.03493438,"domain_scores_codex":[0.9996854,0.0001501318,0.000007851286,0.00001663744,0.00005097335,0.00008899749],"domain_scores_gemma":[0.9996179,0.0001199558,0.0001180607,0.00001578229,0.00005628886,0.0000719253],"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":[0.00030671,0.0001430562,0.06784199,0.0003787592,0.00004326767,0.004722394,0.06220425,0.007076269,0.003372686,0.5840699,0.01732769,0.252513],"study_design_scores_gemma":[0.00004084398,0.0002898806,0.07470834,0.000865814,0.00004213087,0.0006100131,0.3793531,0.004881339,0.00232349,0.2031259,0.3336972,0.00006200359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8804457,0.002576469,0.002330836,0.02588004,0.000162344,0.00002372731,0.00007672245,0.00001500511,0.08848918],"genre_scores_gemma":[0.9951363,0.001874519,0.000641479,0.0003208392,0.00001891828,0.000005024197,0.00001801294,0.000002979536,0.001982049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01060001,"threshold_uncertainty_score":0.02107662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191990989987517,"score_gpt":0.2125192749041161,"score_spread":0.1933201759053644,"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."}}