{"id":"W2086605148","doi":"10.1007/s00449-012-0725-1","title":"Substrate mass transport in two-phase partitioning bioreactors employing liquid and solid non-aqueous phases","year":2012,"lang":"en","type":"article","venue":"Bioprocess and Biosystems Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bioreactor; Mass transfer; Polymer; Substrate (aquarium); Chemical engineering; Aqueous solution; Chemistry; Aqueous two-phase system; Silicone oil; Phase (matter); Chromatography; Phenol; Diffusion; Materials science; Organic chemistry; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002932473,0.0005126618,0.0003495875,0.0002419568,0.0003808193,0.001226709,0.0004427063,0.0005321377,0.0004885189],"category_scores_gemma":[0.0003102746,0.0002490888,0.0003356501,0.0001854054,0.0003477202,0.0009373932,0.0004160398,0.0004528713,0.0003132265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008948761,"about_ca_system_score_gemma":0.0005592681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00290813,"about_ca_topic_score_gemma":0.001760404,"domain_scores_codex":[0.9998159,0.00004289742,0.00001450708,0.00004661945,0.00003566602,0.00004441655],"domain_scores_gemma":[0.9998252,0.0001053337,0.00002306076,0.000008163396,0.00002286108,0.00001548827],"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":[0.0003429858,0.00004585868,0.0003120439,0.00005847754,0.000005689789,0.00003820077,0.00005228342,0.0005374889,0.995735,0.0004941789,0.00003885211,0.002338882],"study_design_scores_gemma":[0.00003208119,0.0002087785,0.0005791187,0.000005549942,0.0000113397,0.00003536356,0.00007427992,0.01273418,0.9858199,0.0001440898,0.0003441056,0.00001126788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970648,0.0002361955,0.002127571,0.00009906082,0.0000146466,0.00001280004,0.00005915914,0.00002187321,0.000363963],"genre_scores_gemma":[0.9957905,0.0002515287,0.002448775,0.00002893461,0.00000886666,0.00002063169,0.0001097056,0.00001673934,0.001324281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00290813,"threshold_uncertainty_score":0.006492794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008261705168183154,"score_gpt":0.237682968611942,"score_spread":0.2294212634437589,"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."}}