{"id":"W1791265815","doi":"10.5539/jsd.v8n9p52","title":"Rapid Urbanization and Sustainability in Saudi Arabia: The Case of Dammam Metropolitan Area","year":2015,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urbanization; Metropolitan area; Sustainability; Urban sustainability; Sustainable development; Environmental planning; Business; Geography; Economic growth; Political science; Economics","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":[0.000737515,0.0002348038,0.0001457932,0.0006550911,0.004268019,0.003154837,0.00065799,0.001270609,0.00180099],"category_scores_gemma":[0.0009216457,0.0001186216,0.0002628676,0.001228571,0.001952194,0.001470532,0.002551873,0.0009799163,0.000131716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008635894,"about_ca_system_score_gemma":0.003608486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1775277,"about_ca_topic_score_gemma":0.256219,"domain_scores_codex":[0.9994543,0.0002404651,0.00001563795,0.00002064659,0.00005688758,0.0002121854],"domain_scores_gemma":[0.9993516,0.0002003075,0.0001132708,0.00002035175,0.0001638748,0.0001505415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002942641,0.0004794603,0.1277224,0.0007038674,0.0001144506,0.08713424,0.1561131,0.01784278,0.002927542,0.5452605,0.01335925,0.04804809],"study_design_scores_gemma":[0.00005440814,0.0001637587,0.09581288,0.0005556971,0.0001161357,0.005673954,0.6577827,0.02255097,0.00177121,0.02689816,0.1885283,0.00009184549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614769,0.001567449,0.0002841603,0.005898854,0.00002490257,0.00002636328,0.00004758792,0.000004257371,0.03066966],"genre_scores_gemma":[0.9967811,0.001031751,0.0001468493,0.000117303,0.000009351115,0.00000486293,0.0000156066,0.000001703564,0.001891499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1775277,"threshold_uncertainty_score":0.3529888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317062420252537,"score_gpt":0.2798435556475825,"score_spread":0.2481373136223288,"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."}}