{"id":"W3000972020","doi":"10.3390/pr8020137","title":"Self-Synchronized Oscillatory Metabolism of Clostridium pasteurianum in Continuous Culture","year":2020,"lang":"en","type":"article","venue":"Processes","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; BioFuelNet Canada; Alexander von Humboldt-Stiftung","keywords":"Metabolism; Glycerol; Fermentation; Redox; Biochemistry; Glycolysis; Chemistry; Oxidative metabolism; Oxidative phosphorylation; Biophysics; Butanol; Product inhibition; Carbohydrate metabolism; Clostridium; Enzyme; Biology; Ethanol; Organic chemistry; Bacteria","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":[0.000153267,0.0001846907,0.0002180104,0.0001715452,0.0001359032,0.000215433,0.0002077747,0.000181974,0.0001620526],"category_scores_gemma":[0.0002433739,0.00008311116,0.0001338668,0.0003857678,0.0001687702,0.0001545932,0.0002103505,0.0002609068,0.00004355897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603373,"about_ca_system_score_gemma":0.0002885415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003830825,"about_ca_topic_score_gemma":0.002189662,"domain_scores_codex":[0.9998552,0.00001721387,0.000007370665,0.00004164265,0.00004681696,0.00003172217],"domain_scores_gemma":[0.9998893,0.00002298924,0.00002563056,0.00001443089,0.0000289809,0.00001874654],"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":[0.00008237394,0.00001643382,0.0007861556,0.0000234588,0.000004604872,0.00002910693,0.00002817868,0.0007563143,0.9962336,0.00004160859,0.00002071488,0.001977414],"study_design_scores_gemma":[0.00002534824,0.0005634285,0.01747173,0.000005574985,0.00002176891,0.00007913521,0.0000857259,0.02452304,0.9563344,0.0001102128,0.0007577779,0.00002193048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974221,0.00009964255,0.002170654,0.00002918554,0.000007027246,0.000007301133,0.0001001952,0.00001651701,0.0001474579],"genre_scores_gemma":[0.9966775,0.000129946,0.002765734,0.000009401601,0.000002739871,0.000012945,0.0001562897,0.000005165368,0.0002403375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003830825,"threshold_uncertainty_score":0.007617056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009401929361182436,"score_gpt":0.2122028810698074,"score_spread":0.202800951708625,"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."}}