{"id":"W3005251754","doi":"10.1021/acssuschemeng.9b05439","title":"Cultivation Strategies of <i>Clostridium autoethanogenum</i> on Xylose and Carbon Monoxide Combination","year":2020,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Alexander von Humboldt-Stiftung","keywords":"Xylose; Syngas; Chemistry; Carbon monoxide; Fermentation; Mass transfer; Chemical engineering; Batch reactor; Carbon fibers; Chromatography; Organic chemistry; Materials science; Catalysis","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":[0.000141691,0.0006193574,0.0003844246,0.0001788113,0.0001705537,0.000406772,0.0004779352,0.0002839621,0.0003194118],"category_scores_gemma":[0.0001195922,0.0001496194,0.0003134538,0.0003116617,0.00009812326,0.000169927,0.0004664377,0.0003664777,0.0002436079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654289,"about_ca_system_score_gemma":0.0003732752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520566,"about_ca_topic_score_gemma":0.003104476,"domain_scores_codex":[0.9997951,0.00002094969,0.00002292322,0.00004627325,0.00005398645,0.0000607338],"domain_scores_gemma":[0.9999236,0.000009238202,0.00001955953,0.00001108058,0.00001658402,0.00001997769],"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":[0.00006180575,0.000033851,0.0001082916,0.0000293762,0.000002608806,0.00003614099,0.000008297046,0.0001389614,0.9983695,0.00002530781,0.00001677458,0.001169097],"study_design_scores_gemma":[0.000006828737,0.0002644688,0.0010403,0.000005712766,0.00001031256,0.00005050307,0.00002327407,0.001158164,0.9968277,0.00001178964,0.0005957877,0.000005177683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966711,0.0002160194,0.001904906,0.00005238001,0.00001654588,0.00004810365,0.0001900429,0.00003668114,0.000864248],"genre_scores_gemma":[0.9881887,0.0004470047,0.009305629,0.00003507666,0.000006213486,0.00006379093,0.0005252183,0.00002488404,0.001403391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002520566,"threshold_uncertainty_score":0.005011797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004070005296241456,"score_gpt":0.182888977927936,"score_spread":0.1788189726316945,"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."}}