{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004575194,0.00008476485,0.0001510125,0.0000257661,0.00007993123,0.00002714913,0.0007033165,0.00006668086,0.000008116125],"category_scores_gemma":[0.0003525523,0.00004239217,0.00007457648,0.00006277738,0.0004681164,0.00001480672,0.00006697363,0.00008167198,1.597022e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008690626,"about_ca_system_score_gemma":0.0000718488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000958,"about_ca_topic_score_gemma":0.0000089665,"domain_scores_codex":[0.9991487,0.00004665708,0.0002836589,0.0001640902,0.0002611488,0.00009576568],"domain_scores_gemma":[0.9989038,0.000005213357,0.0005986778,0.0001392088,0.0003219605,0.00003114684],"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":[0.0002034488,0.00005932182,0.003375816,0.000002878211,0.00004269505,9.609367e-7,0.00001425016,0.0004275078,0.9916615,0.00003087725,0.0000868215,0.004093918],"study_design_scores_gemma":[0.000338433,0.0007600588,0.01586854,0.00006711815,0.00001101757,0.0001649641,0.00002694133,0.00003814191,0.9809074,0.00006699532,0.001676156,0.00007417201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969146,0.000178168,0.0004596846,0.001462625,0.0008283521,0.00006719102,0.00004836529,0.000002024209,0.00003902513],"genre_scores_gemma":[0.9988096,0.0002222141,0.0005251386,0.00003907996,0.0003634155,8.921715e-7,0.000003415313,0.000002393552,0.00003388131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01249272,"threshold_uncertainty_score":0.1728702,"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."}}