{"id":"W2382314233","doi":"","title":"STUDY ON PERFORMANCE OF CONTINUOUS ENZYME REACTOR WITH DYNAMIC MEMBRANE-SEPARATION","year":2002,"lang":"en","type":"article","venue":"","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Membrane reactor; Residence time distribution; Residence time (fluid dynamics); Membrane; Inulinase; Chemistry; Chromatography; Reactor design; Substrate (aquarium); Plug flow reactor model; Chemical engineering; Continuous stirred-tank reactor; Process engineering; Materials science; Flow (mathematics); Enzyme; Nuclear engineering; Mechanics; Organic chemistry; Physics; Engineering; Biochemistry; Physical chemistry; Biology","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":[0.0007031655,0.0004867553,0.000676195,0.0002149863,0.000249373,0.0007692515,0.0007218734,0.0005888166,0.0009893855],"category_scores_gemma":[0.001100093,0.0001755458,0.0003164936,0.0003151805,0.0002181112,0.0006877221,0.0002434038,0.000480202,0.0004890092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002922325,"about_ca_system_score_gemma":0.0001855938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006156807,"about_ca_topic_score_gemma":0.0001827775,"domain_scores_codex":[0.9993696,0.00008422021,0.00002724947,0.000170616,0.0002327445,0.0001155419],"domain_scores_gemma":[0.9993685,0.0002481915,0.00006965799,0.00007186465,0.0001850947,0.00005662398],"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":[0.0006921581,0.0001221532,0.0007700486,0.00008781015,0.00001619574,0.0000744914,0.00003972423,0.0007441876,0.9905848,0.00008069833,0.00008038356,0.006707369],"study_design_scores_gemma":[0.00002316122,0.00083079,0.002540998,0.000005624537,0.0000353031,0.0001229953,0.00002261548,0.009870144,0.9857643,0.00003514368,0.0007358658,0.00001304048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988181,0.001181164,0.009460137,0.00005134943,0.00002817792,0.00001175542,0.0001109441,0.0001361945,0.000839275],"genre_scores_gemma":[0.9955778,0.0003882111,0.002715518,0.00002048263,0.00001826152,0.00001410931,0.0002866174,0.00004860983,0.0009303197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009893855,"threshold_uncertainty_score":0.003718793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149733447727692,"score_gpt":0.2422366822077954,"score_spread":0.2307393477305185,"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."}}