{"id":"W4386777234","doi":"10.1016/j.egyr.2023.09.053","title":"3E assessment of a solar-driven reverse osmosis plant for seawater desalination in a small island of the Mediterranean Sea","year":2023,"lang":"en","type":"article","venue":"Energy Reports","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Society of Transplantation; European Commission","keywords":"Reverse osmosis; Desalination; Environmental science; Environmental engineering; Brackish water; Solar desalination; Boiler feedwater; Waste management; Engineering; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004427242,0.0009020616,0.0007250644,0.0004370931,0.0006630509,0.001041537,0.001036989,0.001525656,0.002703858],"category_scores_gemma":[0.0004384059,0.0003611149,0.001231815,0.0003372861,0.0003531584,0.0007529039,0.0005939914,0.0006082017,0.0006791205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873451,"about_ca_system_score_gemma":0.0008359696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02705576,"about_ca_topic_score_gemma":0.02374531,"domain_scores_codex":[0.9997837,0.0000504368,0.000009833709,0.00004585207,0.00007343537,0.00003676034],"domain_scores_gemma":[0.9997509,0.0000705841,0.0000160014,0.00002525134,0.0000987603,0.00003842769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001418493,0.0009315452,0.0281383,0.0005796412,0.000199751,0.002734924,0.0002389002,0.8629221,0.07700263,0.0008041192,0.00174235,0.0232872],"study_design_scores_gemma":[0.00025729,0.002840147,0.03088285,0.0000316151,0.0001809502,0.0002094378,0.0005783325,0.9376246,0.02352288,0.0004228762,0.003380586,0.00006843067],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890744,0.0001192,0.003820767,0.0001324539,0.00002446744,0.0001583948,0.0006499533,0.000283698,0.005736652],"genre_scores_gemma":[0.9960437,0.00008163693,0.001930035,0.00001639759,0.000001919084,0.00004902714,0.000237091,0.00001612798,0.001624257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02705576,"threshold_uncertainty_score":0.05379659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588954081203205,"score_gpt":0.2628373729908883,"score_spread":0.2369478321788563,"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."}}