{"id":"W2237011255","doi":"10.24102/ijes.v1i1.40","title":"Solar Energy Application for Desalination of Caspian Sea Water","year":2012,"lang":"en","type":"article","venue":"International Journal of Environment and Sustainability","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desalination; Geothermal desalination; Environmental science; Water desalination; Solar energy; Seawater; Environmental engineering; Oceanography; Engineering; Geology; Chemistry; Electrical 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":[0.0008499975,0.0001030983,0.0001826435,0.0001171471,0.00003847267,0.00001357708,0.0001698043,0.00006511364,0.00003657058],"category_scores_gemma":[0.00009151849,0.00007794666,0.0001096074,0.00002149732,0.00007726569,0.0003151486,0.00005186789,0.00005165586,8.139629e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004238865,"about_ca_system_score_gemma":0.00003428817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004402864,"about_ca_topic_score_gemma":0.00002320793,"domain_scores_codex":[0.9987579,0.00008415701,0.0005157165,0.0001086544,0.0003459289,0.0001876511],"domain_scores_gemma":[0.9991239,0.00007625535,0.0002790853,0.0001268343,0.0003010477,0.00009290838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001412417,0.002125962,0.4673285,0.00043977,0.001176316,0.00001807864,0.00379062,0.09766392,0.04525153,0.1066334,0.0003581018,0.2738014],"study_design_scores_gemma":[0.002599714,0.0003739062,0.03203038,0.00003134449,0.0001284643,0.0001299824,0.001290544,0.005707574,0.2196255,0.02701341,0.7106718,0.0003973875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8498338,0.0003631066,0.1479309,0.0009527724,0.0004274437,0.0001469872,0.00000848218,0.000006441212,0.0003300727],"genre_scores_gemma":[0.9986385,0.00006888492,0.0004196985,0.00003592142,0.0004476994,0.00002311621,0.00002711833,0.00001293033,0.0003261375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7103137,"threshold_uncertainty_score":0.3178572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006069210117514426,"score_gpt":0.2326889927825313,"score_spread":0.2266197826650168,"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."}}