{"id":"W2056700428","doi":"10.5539/eer.v3n1p10","title":"Concentrating Solar Power to Be Used in Seawater Desalination within the Gulf Cooperation Council","year":2012,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desalination; Solar energy; Geothermal desalination; Environmental science; Renewable energy; Solar desalination; Solar power; Concentrated solar power; Power (physics); Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002569359,0.0001431369,0.0001149661,0.00003549987,0.0004811207,0.00005353338,0.0001696326,0.0000732715,0.000482897],"category_scores_gemma":[0.00007882789,0.00009825546,0.00001755886,0.0001766956,0.0003239565,0.000340041,0.0004270085,0.0001663743,0.00008328912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007174848,"about_ca_system_score_gemma":0.0000162536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630958,"about_ca_topic_score_gemma":0.002381374,"domain_scores_codex":[0.9974434,0.0003793198,0.0002124351,0.0003126011,0.001068654,0.0005835571],"domain_scores_gemma":[0.9994522,0.0001293061,0.00003011124,0.0002338929,0.00001120042,0.0001433331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000412429,0.001387834,0.2352653,0.00002443489,0.0001332914,0.00004162454,0.07650322,0.09484213,0.409847,0.1517265,0.01866599,0.01115024],"study_design_scores_gemma":[0.002394552,0.001050721,0.2074896,0.00006730915,0.00002883071,0.00002437559,0.007944946,0.01011732,0.2636268,0.01035288,0.4955527,0.001350026],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693413,0.0002776443,0.001373421,0.005433318,0.0001109883,0.0002520043,0.000004729989,0.00001873307,0.02318788],"genre_scores_gemma":[0.9964892,0.00004790705,0.0002000806,0.0005368543,0.0000534275,0.0001126695,0.000007622339,0.00001576771,0.002536492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4768867,"threshold_uncertainty_score":0.5287384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08068006070265492,"score_gpt":0.2758202170092396,"score_spread":0.1951401563065847,"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."}}