{"id":"W2022768969","doi":"10.1021/bp020295f","title":"Expanded Application of a Two‐Phase Partitioning Bioreactor through Strain Development and New Feeding Strategies","year":2002,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Phenol; Pseudomonas putida; Oleyl alcohol; Bioreactor; Chemistry; Solvent; Biodegradation; Strain (injury); Substrate (aquarium); Aqueous two-phase system; Degradation (telecommunications); Aqueous solution; Chemical engineering; Chromatography; Organic chemistry; Alcohol; Enzyme; Biology","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":[0.00006549598,0.000108588,0.0001135595,0.00004927612,0.00005034879,0.00001507254,0.00008240926,0.0001977201,0.000004624613],"category_scores_gemma":[0.00001604565,0.0001032497,0.00001910716,0.0001110026,0.0001408982,0.000008089699,0.00004471328,0.00006717421,0.000001679257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006226375,"about_ca_system_score_gemma":0.00001907319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001088704,"about_ca_topic_score_gemma":0.000006833789,"domain_scores_codex":[0.999367,0.000008248213,0.0001700105,0.0002583987,0.00004690264,0.0001494685],"domain_scores_gemma":[0.9996915,0.000001075886,0.00008593893,0.0001670694,0.0000263702,0.00002802148],"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":[0.000009490697,0.0000576072,0.0001097151,0.00001988876,0.00002472621,3.632811e-7,0.0001054539,0.000004173456,0.8887924,0.001997476,0.00005927221,0.1088195],"study_design_scores_gemma":[0.0006296499,0.0001239333,0.0001369426,0.00001622287,0.00001091649,0.00002316718,0.0001292977,0.00007682969,0.9758838,0.0001156627,0.02273283,0.0001207072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749583,0.002665955,0.02166609,0.0003746322,0.00006339109,0.0001638237,0.000006355655,0.00006536432,0.00003608448],"genre_scores_gemma":[0.9786535,0.0001603988,0.02095573,0.000009331881,0.0001162869,0.00002287599,0.00003703139,0.000009779255,0.00003506793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086987,"threshold_uncertainty_score":0.4210401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280001616180419,"score_gpt":0.2761822468751557,"score_spread":0.2533822307133515,"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."}}