{"id":"W2145244628","doi":"10.1002/cjce.5450830419","title":"Dispersion and Mass Transfer Effects on the Performance of an Immobilized Lipase Packed Bed Reactor During the Hydrolysis of Rice Bran Oil","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mass transfer; Dimensionless quantity; Packed bed; Dispersion (optics); Hydrolysis; Reynolds number; Chemistry; Chromatography; Sherwood number; Substrate (aquarium); Lipase; Bran; Mechanics; Organic chemistry; Turbulence; Raw material; Physics; Optics","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":[0.0006074301,0.0004908104,0.0006075534,0.000282546,0.0002325453,0.0006509558,0.0003431135,0.000474296,0.0003376851],"category_scores_gemma":[0.001175019,0.0002859863,0.0004731089,0.0002761521,0.0002785096,0.0003832646,0.0002295791,0.0006249168,0.0003048053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004549389,"about_ca_system_score_gemma":0.0002669279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002525647,"about_ca_topic_score_gemma":0.002068192,"domain_scores_codex":[0.9995698,0.0001022673,0.0000438546,0.00007174401,0.0001523681,0.00005984634],"domain_scores_gemma":[0.9994804,0.0002961241,0.00006878577,0.00003631454,0.00007855296,0.00003983996],"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":[0.0003045422,0.00005827997,0.0003749276,0.00004193108,0.00001559202,0.0000293899,0.00003517322,0.0005356048,0.9965296,0.00001561807,0.0000110288,0.002048221],"study_design_scores_gemma":[0.0000105408,0.0004263511,0.001582218,0.000003027912,0.00002273959,0.00003006582,0.00001401106,0.003278344,0.9945441,0.000007350752,0.00007424704,0.000006922826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981523,0.0003307152,0.001242603,0.00002661042,0.000009649208,0.0000069082,0.00003695199,0.00002877009,0.000165426],"genre_scores_gemma":[0.9979657,0.0002377855,0.001148932,0.00001046325,0.000006514034,0.000007682123,0.00008957255,0.00001148794,0.0005217973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002525647,"threshold_uncertainty_score":0.00502187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003482979868791963,"score_gpt":0.174735237591121,"score_spread":0.171252257722329,"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."}}