{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009486261,0.0001130184,0.0001446318,0.0001362515,0.00002143122,0.000003540075,0.0001126932,0.000235691,0.00001557445],"category_scores_gemma":[0.00007966869,0.0001122269,0.00004256457,0.0002197152,0.0001395955,0.000002794596,0.00002567355,0.0001130715,0.000005496134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001224989,"about_ca_system_score_gemma":0.0000138365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003479023,"about_ca_topic_score_gemma":0.000009338322,"domain_scores_codex":[0.9993255,0.00002783035,0.0001704223,0.0002563338,0.00004092852,0.0001790197],"domain_scores_gemma":[0.9996527,0.000002519013,0.00005704778,0.0002477143,0.00002068764,0.00001936643],"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":[0.000007357649,0.0000370274,0.0003845349,0.00001658385,0.00002291826,0.00000140997,0.000005490533,0.00004121916,0.9940602,0.004483073,0.0008101885,0.0001300103],"study_design_scores_gemma":[0.0003502841,0.00004447137,0.002542227,0.00001163941,0.00000896727,0.00002687971,0.00002410857,8.890875e-7,0.9927682,0.0001484421,0.003953879,0.0001200242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936722,0.0005326908,0.001595696,0.003853148,0.0001759489,0.0001060201,0.00001332436,0.00002754344,0.0000234552],"genre_scores_gemma":[0.9970825,0.0003220397,0.002062739,0.0004094011,0.0000382279,0.000009722,0.00003828063,0.00001237985,0.00002470023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004334631,"threshold_uncertainty_score":0.4576482,"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."}}