{"id":"W132338233","doi":"10.1023/a:1019843620061","title":"Flux control analysis for biphenyl metabolism by Rhodococcus pyridinovorans R04","year":2002,"lang":"en","type":"article","venue":"Biotechnology Letters","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institut national de la recherche scientifique","keywords":"Flux (metallurgy); Enzyme; Metabolic pathway; Metabolite; Biphenyl; Chemistry; Limiting; Degradation (telecommunications); Biochemistry; Metabolic control analysis; Chromatography; Biology; Biotechnology; Organic chemistry; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001385561,0.0002172479,0.0003075127,0.0002284413,0.00009073283,0.00001778543,0.0002571268,0.0004094112,0.00004019933],"category_scores_gemma":[0.00007633369,0.0002051746,0.0002471515,0.0004229904,0.0001445817,0.000003855898,0.00003039417,0.0001317791,0.00001752227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001154652,"about_ca_system_score_gemma":0.000003619022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836708,"about_ca_topic_score_gemma":0.000006253194,"domain_scores_codex":[0.9987932,0.00002762214,0.0002206632,0.000523267,0.00006642425,0.0003688037],"domain_scores_gemma":[0.999329,0.000005120609,0.00008091883,0.000498368,0.000036842,0.00004969545],"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":[0.00002124032,0.00003801971,0.00008467215,0.000007387146,0.0006052026,6.155594e-7,0.000006917835,0.0002479742,0.9593223,0.00009837554,0.03723341,0.002333858],"study_design_scores_gemma":[0.0006105054,0.00004535375,0.0001783691,0.000001241631,0.0003124276,0.000005725575,0.000005063407,0.0002559852,0.634047,0.000003384246,0.3643386,0.0001963937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7127739,0.004150134,0.2633128,0.01839097,0.000520348,0.0004280011,0.0002166488,0.0001761135,0.00003106822],"genre_scores_gemma":[0.99448,0.0002732371,0.002492526,0.001601819,0.0003703366,0.00006845256,0.0001790615,0.00002875033,0.0005058527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3271052,"threshold_uncertainty_score":0.8366777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006189717362344746,"score_gpt":0.1920404342939607,"score_spread":0.185850716931616,"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."}}