{"id":"W2048356239","doi":"10.1002/cjce.22092","title":"Cross flow microfiltration of starch nanocrystal suspensions","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microfiltration; Filtration (mathematics); Cross-flow filtration; Membrane; Membrane fouling; Permeation; Fouling; Suspension (topology); Chemical engineering; Materials science; Chromatography; Particle size; Chemistry; Mathematics","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":[0.0004028422,0.0004330443,0.0004316513,0.0002984387,0.0001744299,0.0002943108,0.0001739908,0.0003257882,0.0004974323],"category_scores_gemma":[0.0003500798,0.0001283036,0.0004214837,0.0002858162,0.0001647961,0.0002682904,0.0002380237,0.0005267198,0.0001389613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003413764,"about_ca_system_score_gemma":0.0001848487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604037,"about_ca_topic_score_gemma":0.0009276687,"domain_scores_codex":[0.9997513,0.00003964443,0.00002220753,0.00007196543,0.00007719401,0.00003770091],"domain_scores_gemma":[0.9996326,0.0001768596,0.00009349563,0.00002375637,0.000054737,0.00001847325],"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":[0.00002922064,0.00001519758,0.0001339746,0.00002152162,0.000005766851,0.00001857004,0.00002700605,0.00006913944,0.9984236,0.00002655986,0.00001857255,0.001210889],"study_design_scores_gemma":[0.000002554205,0.000109296,0.001062957,0.000002232113,0.00000688415,0.00001940934,0.000008000245,0.001024699,0.9974796,0.000008013623,0.0002734646,0.000002948587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939716,0.0003915302,0.005007016,0.00002682365,0.00002254558,0.00002339761,0.00008703471,0.0001031243,0.0003669978],"genre_scores_gemma":[0.9888864,0.0005307864,0.008919685,0.00003696534,0.00001879677,0.00004579203,0.0002144344,0.00003885755,0.001308411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001604037,"threshold_uncertainty_score":0.003189385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007886460232198179,"score_gpt":0.2036183856560351,"score_spread":0.1957319254238369,"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."}}