{"id":"W2144633594","doi":"10.5897/jmer11.065","title":"Transient and dynamic performance of solar driven multiple effect distillation","year":2012,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mass flow rate; Transient (computer programming); Mechanics; Environmental science; Bundle; Volumetric flow rate; Multiple-effect distillation; Distillation; Thermal; Brine; Mass flow; Dynamic simulation; Water flow; Materials science; Thermodynamics; Simulation; Chemistry; Environmental engineering; Engineering; Physics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001776567,0.0002847065,0.0004920489,0.0001980603,0.0002948666,0.0003646605,0.000391113,0.0003234633,0.001618316],"category_scores_gemma":[0.0004123953,0.0001558711,0.0002948289,0.0002230371,0.0002472704,0.0003753463,0.0003076378,0.0003457657,0.0001464652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00042241,"about_ca_system_score_gemma":0.0002294993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002311343,"about_ca_topic_score_gemma":0.001610218,"domain_scores_codex":[0.9998461,0.00001791528,0.00000983343,0.00003415119,0.00005252833,0.00003941108],"domain_scores_gemma":[0.9998139,0.00009090082,0.00002061969,0.0000174352,0.00004117535,0.00001612802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002327562,0.000374964,0.01072233,0.0004739526,0.00008839111,0.0007282252,0.000256983,0.4218213,0.5274633,0.001092451,0.0009368274,0.03371371],"study_design_scores_gemma":[0.00005721527,0.0007349344,0.009774649,0.000009400025,0.00002178733,0.00009451762,0.0001286482,0.7188994,0.2690246,0.0002092937,0.001009976,0.00003561669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992551,0.00008360029,0.004920259,0.00004622688,0.00001297597,0.00001408558,0.0001453047,0.0002782759,0.001948264],"genre_scores_gemma":[0.9992538,0.00001816655,0.0003477823,0.000006471721,7.953587e-7,0.000005263425,0.0000575342,0.000006738214,0.0003032376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002311343,"threshold_uncertainty_score":0.00541383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077258530359815,"score_gpt":0.2717345129033322,"score_spread":0.2509619275997341,"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."}}