{"id":"W2017665760","doi":"10.1007/s002270100550","title":"CO 2 production rate predicted from isocitrate dehydrogenase activity, intracellular substrate concentrations and kinetic constants in the marine bacterium Pseudomonas nautica","year":2001,"lang":"en","type":"article","venue":"Marine Biology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut du Savoir Montfort; Fisheries and Oceans Canada","funders":"","keywords":"Isocitrate dehydrogenase; Biology; Isocitrate lyase; Substrate (aquarium); Biochemistry; Dehydrogenase; Intracellular; Kinetics; Enzyme; Glyoxylate cycle; Ecology; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003163866,0.0002064959,0.0001976902,0.00005045648,0.00008199475,0.0000311166,0.0001322108,0.0001824247,0.00007013506],"category_scores_gemma":[0.0001134069,0.0001641427,0.00003668807,0.0001702148,0.0002283336,0.000008680338,0.00007239101,0.00018424,0.000004465329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001347061,"about_ca_system_score_gemma":0.00003953143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004238517,"about_ca_topic_score_gemma":0.0004400808,"domain_scores_codex":[0.99868,0.0002456049,0.0002452219,0.0004844639,0.00004933465,0.0002953916],"domain_scores_gemma":[0.9994717,0.00001495696,0.00008731089,0.0003158307,0.00005432249,0.00005593771],"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":[0.0001872404,0.00009829656,0.03442763,0.000008552729,0.00004418897,0.000009006203,0.00004255265,0.00003315556,0.9626197,0.00007729269,0.00009985863,0.002352514],"study_design_scores_gemma":[0.0009965753,0.0002821274,0.1909758,0.00000883297,0.00005331446,0.0001758162,0.00004425503,0.000279427,0.7882437,0.000239297,0.01839681,0.0003040056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976027,0.0001818234,0.0002505727,0.0008688425,0.0003587538,0.0003662687,0.00005827278,0.00002653941,0.0002862131],"genre_scores_gemma":[0.9965468,0.001332562,0.0002376386,0.0001094799,0.0005513042,0.00003337134,0.0009846078,0.00001519507,0.000189055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.174376,"threshold_uncertainty_score":0.6693544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008346258299726054,"score_gpt":0.226826612215951,"score_spread":0.218480353916225,"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."}}