{"id":"W2756573149","doi":"10.1021/acs.iecr.7b02872","title":"Noncovalent Immobilization of Optimized Bacterial Cytochrome P450 BM3 on Functionalized Magnetic Nanoparticles","year":2017,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biocatalysis; Chemistry; Hydroxylation; Cofactor; Adsorption; Context (archaeology); Enzyme; Immobilized enzyme; Active site; Combinatorial chemistry; Catalysis; Organic chemistry; Reaction mechanism; Biology","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":[0.0007256619,0.0001782932,0.0002371219,0.0000597423,0.0001976513,0.0001107013,0.0004312728,0.0003193077,0.0003583231],"category_scores_gemma":[0.001698206,0.0001796386,0.0001137575,0.0001281225,0.0001579216,0.00001453714,0.0002006152,0.0002458,0.000009614141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005967091,"about_ca_system_score_gemma":0.0001676404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001928113,"about_ca_topic_score_gemma":9.929687e-7,"domain_scores_codex":[0.9983808,0.00005795901,0.0003577076,0.0004134488,0.0004515908,0.0003385412],"domain_scores_gemma":[0.9985465,0.00005361257,0.0001354069,0.0008397247,0.0003068492,0.0001178808],"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":[0.0005146619,0.0001074338,0.00009824018,0.00004581902,0.00004327188,0.000001934258,0.000008258958,0.005164643,0.992824,0.00001635749,0.0006151959,0.0005602508],"study_design_scores_gemma":[0.002303462,0.0002943475,0.000839949,0.00007734496,0.00001731796,0.000004271949,0.0000146927,0.0008164113,0.9876955,0.000004075793,0.007764299,0.0001683303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985467,0.0001369644,0.00005795897,0.00007249706,0.0001849706,0.000292119,0.00003857729,0.00001653044,0.0006537306],"genre_scores_gemma":[0.9972795,0.00007365294,0.00005223024,0.000003430782,0.0009634974,0.00007981979,0.000341017,0.00003489139,0.001171991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007149104,"threshold_uncertainty_score":0.7325452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06441696210848982,"score_gpt":0.3255149082043807,"score_spread":0.2610979460958909,"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."}}