{"id":"W97667711","doi":"10.1023/a:1024577414157","title":"Growth of Saccharomyces cerevisiae in a chemostat under high glucose conditions","year":2003,"lang":"en","type":"article","venue":"Biotechnology Letters","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Chemostat; Saccharomyces cerevisiae; Yeast; Fermentation; Yield (engineering); Ethanol; Ethanol fuel; Biochemistry; Ethanol fermentation; Alcohol; Food science; Osmotic shock; Biology; Chemistry; Biotechnology; Gene; Bacteria; Genetics; Materials science","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":[0.0001505861,0.0004553754,0.0003593575,0.0002942763,0.0002327949,0.0006083205,0.0003453451,0.0002486731,0.00057724],"category_scores_gemma":[0.000214498,0.0001696877,0.0002440101,0.0003522295,0.0002008812,0.0003876331,0.0003935017,0.0004126089,0.0002409282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003663005,"about_ca_system_score_gemma":0.0004184242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006896856,"about_ca_topic_score_gemma":0.004672575,"domain_scores_codex":[0.9998533,0.00001697941,0.00002372408,0.00004251893,0.0000403165,0.00002324002],"domain_scores_gemma":[0.9998616,0.00003556483,0.00001819348,0.00002148645,0.00002265892,0.00004039019],"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":[0.0009748444,0.0001391341,0.001456629,0.00007835955,0.00001945517,0.0001219808,0.00005244292,0.0006422907,0.9938688,0.0001855051,0.0001119836,0.002348697],"study_design_scores_gemma":[0.00003490561,0.0004497752,0.005160547,0.00001572193,0.00002880412,0.0001584606,0.0001116644,0.006648308,0.9861889,0.0001132689,0.001074626,0.00001496047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972964,0.0003823319,0.0006195811,0.0001006329,0.00003225714,0.00001096753,0.00063787,0.00004256725,0.0008773893],"genre_scores_gemma":[0.9954058,0.0003200074,0.001910797,0.00002211735,0.000007251,0.000006149057,0.001198795,0.00002472308,0.001104349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006896856,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004216079044147736,"score_gpt":0.2008832328433413,"score_spread":0.1966671537991936,"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."}}