{"id":"W2594096710","doi":"10.7150/ijbs.17594","title":"High Production of 2,3-butanediol by a Mutant Strain of the Newly Isolated <i>Klebsiella pneumoniae</i> SRP2 with Increased Tolerance Towards Glycerol","year":2017,"lang":"en","type":"article","venue":"International Journal of Biological Sciences","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University; Lakehead University","funders":"Lakehead University; BioFuelNet Canada","keywords":"Glycerol; 2,3-Butanediol; Biodiesel production; Biodiesel; Food science; Strain (injury); Chemistry; Klebsiella pneumoniae; Fermentation; Butanediol; 1,3-Propanediol; Mutant; Yield (engineering); Biochemistry; Fed-batch culture; Biology; Catalysis; Escherichia coli; 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":[0.0001635568,0.0009127615,0.0005081846,0.000174148,0.0001423793,0.0004815283,0.0003688623,0.0003950832,0.000575684],"category_scores_gemma":[0.0002505995,0.0002390914,0.0005221111,0.0002496587,0.0001831628,0.0002503106,0.0005131603,0.000580498,0.0003941918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002785196,"about_ca_system_score_gemma":0.0003694351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236113,"about_ca_topic_score_gemma":0.002161946,"domain_scores_codex":[0.9996346,0.00003777266,0.00006747873,0.00008186229,0.0001172613,0.00006100802],"domain_scores_gemma":[0.9998154,0.00002494454,0.00005449059,0.00003343654,0.0000327901,0.00003897722],"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":[0.00005488735,0.00002355736,0.0002460077,0.00002677525,0.000005953997,0.00005507553,0.00001060522,0.00003834211,0.9990132,0.00001608196,0.00001456588,0.0004948953],"study_design_scores_gemma":[0.000008139663,0.0002813784,0.002981008,0.000005152062,0.00001931356,0.0004048386,0.0000504939,0.0007010381,0.9945804,0.00001146834,0.0009447043,0.00001194744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954233,0.0002954439,0.002755769,0.0001078537,0.00004071455,0.00002785022,0.0005897566,0.0001137185,0.0006456391],"genre_scores_gemma":[0.9890315,0.0003311875,0.006296833,0.00003969876,0.000007373794,0.00004060168,0.001503241,0.00008755147,0.002662017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002236113,"threshold_uncertainty_score":0.004446208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009895650478366765,"score_gpt":0.24344303292016,"score_spread":0.2335473824417933,"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."}}