{"id":"W2071089856","doi":"10.1002/bit.21941","title":"Enhanced bioproduction of carvone in a two‐liquid‐phase partitioning bioreactor with a highly hydrophobic biocatalyst","year":2008,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Biotransformation; Carvone; Chemistry; Aqueous two-phase system; Substrate (aquarium); Bioreactor; Product inhibition; Organic chemistry; Chromatography; Aqueous solution; Emulsion; Bioproduction; Chemical engineering; Biochemistry; Non-competitive inhibition; Enzyme","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":[0.00009469551,0.0001743002,0.0002097097,0.0002569191,0.00004803719,0.00000356823,0.00008025944,0.0001877547,0.000001462502],"category_scores_gemma":[0.00002532565,0.0001547879,0.00003050281,0.0003940905,0.0002069403,0.000008901844,0.0000424358,0.0001337629,0.000001150485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001232209,"about_ca_system_score_gemma":0.00002264801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007435118,"about_ca_topic_score_gemma":0.00002784812,"domain_scores_codex":[0.9991111,0.00001014515,0.0002212387,0.0003793371,0.00005615201,0.0002220781],"domain_scores_gemma":[0.9995929,0.000001737735,0.00006759015,0.0002652742,0.00003554936,0.00003696602],"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":[0.0001737349,0.00007694996,0.0001273221,0.00003735293,0.00003780033,0.000005559246,0.00003997207,0.0004191581,0.998429,0.00008216925,0.000005239918,0.0005657386],"study_design_scores_gemma":[0.0009654961,0.0005793288,0.0003686657,0.00004517877,0.00001644512,0.0002029134,0.00003101989,0.0001168545,0.9967357,0.000001488389,0.0007448164,0.0001921241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937027,0.00134702,0.004428011,0.0001587087,0.0001346602,0.0001439843,0.00001042061,0.00006684205,0.000007661539],"genre_scores_gemma":[0.9974614,0.0008286486,0.00148759,0.000006465211,0.0001068821,0.0000178189,0.00004889897,0.0000185431,0.00002377194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003758689,"threshold_uncertainty_score":0.6312068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005523859851098627,"score_gpt":0.2150837726036182,"score_spread":0.2095599127525196,"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."}}