{"id":"W2790774078","doi":"10.1016/j.solener.2018.01.077","title":"Examination of a new solar-based integrated system for desalination, electricity generation and hydrogen production","year":2018,"lang":"en","type":"article","venue":"Solar Energy","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":115,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Desalination; Exergy; Process engineering; Reverse osmosis; Exergy efficiency; Environmental science; Solar energy; Electricity generation; Renewable energy; Hydrogen production; Environmental engineering; Engineering; Hydrogen; Thermodynamics; Membrane; Chemistry; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001988801,0.0001747532,0.000249267,0.0001754549,0.0003567182,0.0006025404,0.0004814083,0.0004051622,0.003011513],"category_scores_gemma":[0.0002181254,0.0001164505,0.000289243,0.0002032345,0.0001942795,0.0006180963,0.0001960271,0.0003413977,0.0004102797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004623421,"about_ca_system_score_gemma":0.0004931347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666678,"about_ca_topic_score_gemma":0.005284812,"domain_scores_codex":[0.9998479,0.00001054381,0.000004630626,0.00002324748,0.00009638642,0.00001721223],"domain_scores_gemma":[0.9998697,0.00001368365,0.000006384154,0.00001209726,0.00008542189,0.00001264112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001060868,0.0003251579,0.004871195,0.0003699308,0.00009982136,0.0004198596,0.000122781,0.01606831,0.8928785,0.003356128,0.001732025,0.07869535],"study_design_scores_gemma":[0.0001635994,0.002112144,0.02208726,0.00003109426,0.0002285509,0.0005791183,0.0002995854,0.1609548,0.7709393,0.001509616,0.04106118,0.00003385111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210518,0.000963607,0.04956088,0.0004759862,0.0002933985,0.0001735769,0.0003875724,0.0008623232,0.02623081],"genre_scores_gemma":[0.9833803,0.0002324653,0.0108602,0.00007660464,0.00001740752,0.00001883829,0.0001329174,0.00002287866,0.005258495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003011513,"threshold_uncertainty_score":0.01007456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01962735838159591,"score_gpt":0.2273428211913105,"score_spread":0.2077154628097146,"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."}}