{"id":"W2098634604","doi":"10.1021/ie001010b","title":"Selective Biocatalysis in Bacteria Controlled by Active Membrane Transport","year":2001,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Membrane; Chemistry; Selectivity; Permeation; Permeability (electromagnetism); Pseudomonas fluorescens; Membrane permeability; Membrane transport; Semipermeable membrane; Facilitated diffusion; Biocatalysis; Cell membrane; Chemical engineering; Organic chemistry; Bacteria; Biochemistry; Reaction mechanism; Catalysis; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007761398,0.000326828,0.0006009499,0.0002468763,0.00006091178,0.00004568779,0.0003353179,0.0004787061,0.0006780794],"category_scores_gemma":[0.000139187,0.0003549303,0.0001379868,0.001440053,0.00005882123,0.0001979009,0.0000125076,0.001458809,0.00002623814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003177891,"about_ca_system_score_gemma":0.0001067843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012698,"about_ca_topic_score_gemma":0.00001675481,"domain_scores_codex":[0.9975948,0.00004095081,0.000554988,0.0004102206,0.0005907633,0.0008082276],"domain_scores_gemma":[0.9990636,0.0002001775,0.00002784463,0.0003229075,0.0001181573,0.0002672818],"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":[0.0004753971,0.00006940712,0.0003150398,0.00006992067,0.0001475846,0.00005779588,0.000155467,0.03044025,0.9671361,0.000003470044,0.0006762138,0.0004533594],"study_design_scores_gemma":[0.006162169,0.00002605689,0.0003708124,0.00007646286,0.00002127957,0.00001315434,0.00006931986,0.01048519,0.9700163,0.000002587276,0.01237908,0.0003775568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904398,0.0001269555,0.00005745465,0.0001051047,0.0001799632,0.0005750351,0.00006891591,0.0003180284,0.008128721],"genre_scores_gemma":[0.9978479,0.000182106,0.00001115009,0.000004445318,0.0003301253,0.0002074238,0.0002760034,0.00006939268,0.001071521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01995506,"threshold_uncertainty_score":0.9998903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03902827716677904,"score_gpt":0.289495062796328,"score_spread":0.2504667856295489,"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."}}