{"id":"W1964318676","doi":"10.1016/j.procbio.2014.04.017","title":"Enhanced acetone/butanol/ethanol production by Clostridium beijerinckii IB4 using pH control strategy","year":2014,"lang":"en","type":"article","venue":"Process Biochemistry","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; Canadian Armed Forces; National Natural Science Foundation of China","keywords":"Clostridium beijerinckii; Butanol; Acetone; Chemistry; Ethanol; Fermentation; Clostridium; Clostridium acetobutylicum; Food science; Chromatography; Biochemistry; Bacteria; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001505616,0.0002971422,0.000230457,0.00004493692,0.0001215964,0.0000566659,0.0002068229,0.000280641,0.00009613419],"category_scores_gemma":[0.00005654628,0.0003057461,0.00006340019,0.0002386359,0.00009895558,0.0001831822,0.00002186105,0.0002957908,0.00003339375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144494,"about_ca_system_score_gemma":0.00004683937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005215939,"about_ca_topic_score_gemma":1.653248e-7,"domain_scores_codex":[0.9985847,0.00001724062,0.0002809449,0.0005092041,0.0002299564,0.0003778994],"domain_scores_gemma":[0.9993423,0.000009309972,0.0000895764,0.0003186581,0.000135126,0.0001050571],"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":[0.00003406044,0.00003211174,0.00002462239,0.0009161019,0.00003188458,3.716216e-7,0.00004595703,0.001380722,0.9936892,0.000001088578,0.0008508889,0.002992979],"study_design_scores_gemma":[0.0005292045,0.00002696699,0.000003228826,0.00005282586,0.00003159258,0.00002394664,0.0001333093,0.008754426,0.9878892,0.0000484518,0.00213033,0.0003765744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990765,0.0009370653,0.005122165,0.0002494022,0.0006529443,0.0002579565,0.00002846786,0.0005983329,0.001388664],"genre_scores_gemma":[0.9982774,0.0000911993,0.0001231084,0.00004539019,0.000774248,0.00002083575,0.00005665039,0.0000479908,0.0005631858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00751239,"threshold_uncertainty_score":0.9999394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006898759237446921,"score_gpt":0.2194263013142088,"score_spread":0.2125275420767619,"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."}}