{"id":"W4311358053","doi":"10.3390/e24121815","title":"Design and Investigation of a Dynamic Auto-Adjusting Ejector for the MED-TVC Desalination System Driven by Solar Energy","year":2022,"lang":"en","type":"article","venue":"Entropy","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Department of Science and Technology, Government of Kerala; Ministry of Natural Resources","keywords":"Injector; Nozzle; Entrainment (biomusicology); Computational fluid dynamics; Working fluid; Refrigeration; Overall pressure ratio; Distillation; Environmental science; Mechanical engineering; Mechanics; Engineering; Gas compressor; Chemistry; Physics","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":[0.0003735169,0.0002975451,0.0004097141,0.0003022006,0.0002729227,0.0004505073,0.0009497291,0.0004620679,0.001001113],"category_scores_gemma":[0.0002798567,0.0001943147,0.000338392,0.0001758896,0.0002030611,0.0006190074,0.0003905082,0.0002824016,0.0003600674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326782,"about_ca_system_score_gemma":0.00048398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003881688,"about_ca_topic_score_gemma":0.0005894167,"domain_scores_codex":[0.9997527,0.00002380275,0.00001619641,0.00005461936,0.0001273509,0.0000252101],"domain_scores_gemma":[0.9998492,0.00002260938,0.00003209159,0.00001436275,0.00006366382,0.00001814481],"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":[0.000405299,0.0001849658,0.00374766,0.0006192107,0.00004379659,0.0005105999,0.0001446158,0.01153618,0.8972914,0.002483212,0.001543063,0.08149002],"study_design_scores_gemma":[0.0001452056,0.002258776,0.009925347,0.00004314425,0.0001144261,0.001421151,0.0001393338,0.2039356,0.746378,0.0003577274,0.03515589,0.0001253723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5918875,0.002748094,0.39662,0.0003444669,0.0002437408,0.0004081632,0.0003526407,0.001782324,0.005613128],"genre_scores_gemma":[0.9099509,0.0006079946,0.08457297,0.0001179778,0.00003480403,0.0001208514,0.0002094786,0.00006210961,0.004322962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001001113,"threshold_uncertainty_score":0.003349066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008705622895097985,"score_gpt":0.192968770379608,"score_spread":0.18426314748451,"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."}}