{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008888267,0.00009177181,0.0001809393,0.00004346096,0.00002214078,0.00004972054,0.0003947234,0.00004578871,0.000005338019],"category_scores_gemma":[0.00005963353,0.00007807289,0.00002704166,0.0004964574,0.00001262247,0.000380264,0.0000993666,0.00009208498,0.00001641508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009421826,"about_ca_system_score_gemma":0.0001227398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006590139,"about_ca_topic_score_gemma":0.000007942039,"domain_scores_codex":[0.9992696,0.00002480994,0.0002279013,0.0001771524,0.0001671308,0.0001333764],"domain_scores_gemma":[0.9995344,0.0000200874,0.0001263066,0.0001261416,0.0001401701,0.00005294438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006793667,0.004129095,0.1469818,0.07646728,0.0008901946,0.0003402634,0.4016347,0.00332509,0.04908693,0.08690687,0.01368442,0.215874],"study_design_scores_gemma":[0.006515473,0.0005823704,0.003132496,0.0003248596,0.00007552993,0.00004227965,0.0007324073,0.4502983,0.1460294,0.005797734,0.3849697,0.001499409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6465378,0.01755685,0.3165827,0.008182238,0.001068734,0.001253967,0.0001023136,0.0008580699,0.007857353],"genre_scores_gemma":[0.9837996,0.000305162,0.01535989,0.0003970643,0.00009963156,0.000006689932,0.000007171587,0.000006578622,0.00001815914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4469733,"threshold_uncertainty_score":0.318372,"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."}}