{"id":"W1574797385","doi":"10.5539/mas.v9n7p148","title":"Performance of Appended Wire Mesh Packing in Sieve Tray Distillation Column of Ethanol-Water System","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Process Optimization and Integration","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direktorat Jenderal Pendidikan Tinggi; Institut Teknologi Sepuluh Nopember","keywords":"Tray; Distillation; Sieve (category theory); Materials science; Chromatography; Pressure drop; Fractionating column; Composite material; Chemical engineering; Chemistry; Mathematics; Mechanical engineering; Mechanics; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003827977,0.0005446401,0.000651792,0.0004834408,0.0003700372,0.0006004047,0.0005586983,0.0005401127,0.001728658],"category_scores_gemma":[0.0007030754,0.000282319,0.0003301656,0.0006220582,0.0002196952,0.0005613161,0.0003361925,0.0006246387,0.0007249055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003489035,"about_ca_system_score_gemma":0.0003160236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003958079,"about_ca_topic_score_gemma":0.006072601,"domain_scores_codex":[0.9994956,0.00005804425,0.00004750359,0.0001063063,0.0001812234,0.000111244],"domain_scores_gemma":[0.9995785,0.000125009,0.00009147784,0.000030356,0.0001085409,0.00006597705],"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":[0.001179231,0.000226178,0.00179954,0.0002948632,0.00003467239,0.0001242965,0.0001082467,0.001609939,0.9797963,0.00007270735,0.0003330309,0.01442107],"study_design_scores_gemma":[0.00002888493,0.001515213,0.01019259,0.00001734266,0.00004497982,0.00009679832,0.00009689706,0.01001382,0.9758965,0.00001816729,0.002031184,0.00004760626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962884,0.001012162,0.001615213,0.00003708456,0.00003859061,0.00001646966,0.000267042,0.0001738744,0.0005511734],"genre_scores_gemma":[0.9902837,0.001387801,0.004804123,0.00005704307,0.00002831312,0.00002462694,0.001017876,0.00005522828,0.002341231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003958079,"threshold_uncertainty_score":0.007870078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577955362720238,"score_gpt":0.2090906590162835,"score_spread":0.1933111053890811,"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."}}