{"id":"W2170290892","doi":"10.1007/s00253-009-2026-4","title":"Bioproduction of lauryl lactone and 4-vinyl guaiacol as value-added chemicals in two-phase biotransformation systems","year":2009,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"Biochemical and biochemical processes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Biotechnology Research Institute","funders":"Natural Resources Canada","keywords":"Bioproduction; Biotransformation; Guaiacol; Chemistry; Lactone; Organic chemistry; Thiocarbamates; Chromatography; Biochemistry; Enzyme","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":[0.0001856614,0.0002362628,0.0003574424,0.0001309011,0.00004742782,0.0000089228,0.0001614262,0.0008884072,0.000004980224],"category_scores_gemma":[0.00005493612,0.0002023561,0.00003292428,0.0002495338,0.0005875984,0.000006430014,0.00008467976,0.0002444059,0.000003593273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001121157,"about_ca_system_score_gemma":0.00002893397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002457254,"about_ca_topic_score_gemma":0.000004457906,"domain_scores_codex":[0.9986581,0.00002457691,0.0004135609,0.0005571418,0.00003539672,0.0003111759],"domain_scores_gemma":[0.999512,0.00001491626,0.0001405854,0.0002292875,0.00004839491,0.00005478904],"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":[0.0003978805,0.0001998977,0.00003052376,0.00007523699,0.00002732119,9.880488e-7,0.00001944394,9.999844e-7,0.9902006,0.002931055,0.0001577325,0.005958281],"study_design_scores_gemma":[0.001863674,0.0004662914,0.00002996811,0.00002439171,0.00002296354,0.0001566925,0.00008863495,0.000009753572,0.9930272,0.0008953843,0.003178399,0.0002366888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940235,0.003578648,0.0001930943,0.001461294,0.00005100025,0.0003974541,0.00003658374,0.00003859784,0.0002198082],"genre_scores_gemma":[0.9976773,0.001208637,0.0003777751,0.0003227826,0.00006719057,0.00001898917,0.00029385,0.000009120164,0.00002440631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005721592,"threshold_uncertainty_score":0.8251842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003891929378064405,"score_gpt":0.2450760958247809,"score_spread":0.2411841664467165,"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."}}