{"id":"W2036377647","doi":"10.1007/s10295-009-0597-9","title":"Plasmid stability and kinetics of continuous production of glucoamylase by recombinant Saccharomyces cerevisiae in an airlift bioreactor","year":2009,"lang":"en","type":"article","venue":"Journal of Industrial Microbiology & Biotechnology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dilution; Bioreactor; Plasmid; Saccharomyces cerevisiae; Growth rate; Kinetics; Airlift; Biology; Chemistry; Yeast; Chromatography; Biochemistry; DNA; Thermodynamics; Botany; Mathematics","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":[0.0007435094,0.000433602,0.0005520633,0.000343926,0.0001084491,0.0005484546,0.0002939185,0.0002719997,0.0002745235],"category_scores_gemma":[0.001116845,0.0002161171,0.0003103305,0.0003618444,0.000213991,0.0004100179,0.0002041753,0.0004898723,0.0002386532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005839254,"about_ca_system_score_gemma":0.000283644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002209785,"about_ca_topic_score_gemma":0.001001257,"domain_scores_codex":[0.9996555,0.00007175569,0.00004301371,0.00007190125,0.000119895,0.00003790611],"domain_scores_gemma":[0.9993473,0.0002909582,0.0001172045,0.00005201095,0.0001313003,0.00006125395],"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":[0.0003073928,0.00007369909,0.001596396,0.00004586597,0.00001296034,0.00003510363,0.0000463849,0.001543554,0.9928598,0.00006061501,0.00002697929,0.00339117],"study_design_scores_gemma":[0.0000187705,0.0004406316,0.002785462,0.000005285165,0.00001388191,0.00004879844,0.00002132218,0.02039762,0.9760113,0.00003224186,0.0002110171,0.00001377133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995093,0.0003071232,0.004130749,0.00004451816,0.000005743488,0.0000149184,0.0001700152,0.0001092868,0.0001247705],"genre_scores_gemma":[0.9946172,0.0002328552,0.004273157,0.00001117081,0.000003263093,0.00001596074,0.0003317243,0.00002761238,0.0004869421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002209785,"threshold_uncertainty_score":0.004393816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360848394802938,"score_gpt":0.2318078180675171,"score_spread":0.2181993341194877,"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."}}