{"id":"W2072848326","doi":"10.1007/s00284-010-9793-0","title":"Co-culturing of Lactobacillus paracasei subsp. paracasei with a Lactobacillus delbrueckii subsp. delbrueckii Mutant to Make High Cell Density for Increased Lactate Productivity from Cassava Bagasse Hydrolysate","year":2010,"lang":"en","type":"article","venue":"Current Microbiology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Lactobacillus paracasei; Lactobacillaceae; Lactobacillus; Biology; Bagasse; Hydrolysate; Productivity; Mutant; Lactobacillus delbrueckii subsp. bulgaricus; Fermentation; Food science; Microbiology; Biochemistry; Biotechnology; Hydrolysis","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003712231,0.0004878185,0.0005959279,0.0001727918,0.0002523153,0.00006430883,0.0003318895,0.0003744694,0.0000474446],"category_scores_gemma":[0.00019219,0.000448913,0.0001675017,0.0002251717,0.0003032152,0.00002224252,0.0001303338,0.0004137184,0.00003175668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006296566,"about_ca_system_score_gemma":0.0002308563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008050172,"about_ca_topic_score_gemma":0.007267764,"domain_scores_codex":[0.9972622,0.0002108323,0.0005754517,0.001209155,0.0001157408,0.0006266581],"domain_scores_gemma":[0.9978964,0.0000541603,0.0004843461,0.0008443964,0.0004721989,0.0002484806],"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":[0.00156392,0.0004482532,0.009390461,0.00009340482,0.0001053268,0.000008667726,0.0001545272,0.00003915305,0.9858558,0.00001203863,0.0004276643,0.001900848],"study_design_scores_gemma":[0.001892147,0.0004283833,0.004825946,0.00002795223,0.0001181809,0.0001267667,0.00003145671,0.00002083823,0.9398512,0.00001758092,0.0521046,0.0005549132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994215,0.0002448533,0.001474212,0.0002773232,0.001001788,0.001081725,0.001632117,0.00005696828,0.00001600681],"genre_scores_gemma":[0.99248,0.0001188995,0.001051667,0.0001358125,0.0005145454,0.000112184,0.005429002,0.00006392241,0.00009396654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05167693,"threshold_uncertainty_score":0.9997963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029285982188349,"score_gpt":0.2399066590614617,"score_spread":0.2296137992395783,"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."}}