{"id":"W2912842489","doi":"10.1002/jctb.5949","title":"Enhanced permeability of recombinant <scp><i>E. coli</i></scp> cells with deep eutectic solvent for transformation of rutin","year":2019,"lang":"en","type":"article","venue":"Journal of Chemical Technology & Biotechnology","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"Government of Jiangsu Province; National Natural Science Foundation of China","keywords":"Chemistry; Choline chloride; Catalysis; Intracellular; Deep eutectic solvent; Rutin; Biotransformation; Yield (engineering); Enzyme; Chromatography; Biochemistry; Nuclear chemistry; Eutectic system; Organic chemistry; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002082356,0.0005303293,0.0003485541,0.0001692056,0.0001032756,0.0004189822,0.0002541753,0.0003221575,0.000527531],"category_scores_gemma":[0.0001662141,0.0001531278,0.0002905417,0.0002223638,0.0001877727,0.0003129582,0.0002620991,0.0005133357,0.0003489853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634042,"about_ca_system_score_gemma":0.0001375081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006572091,"about_ca_topic_score_gemma":0.0007377181,"domain_scores_codex":[0.999795,0.00004479878,0.00002280045,0.0000401838,0.00005398604,0.00004322232],"domain_scores_gemma":[0.9999145,0.00001562398,0.0000331584,0.0000120779,0.0000145439,0.00001004839],"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":[0.00001113262,0.000005883549,0.0000298505,0.00001039308,0.000001338757,0.00001368519,0.00000369289,0.00002392451,0.9996137,0.00001523155,0.000009470248,0.0002617965],"study_design_scores_gemma":[0.000001178163,0.00002815451,0.0002667185,0.000001109757,0.00000351641,0.00004634524,0.000006166102,0.0003761064,0.998926,0.000005094411,0.0003376095,0.00000193165],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865138,0.0006559992,0.01132508,0.0001396048,0.0000191924,0.00002883117,0.0002669568,0.0001941943,0.0008563683],"genre_scores_gemma":[0.9902564,0.0003997429,0.006883525,0.0000426691,0.000005477167,0.00002486015,0.0004771456,0.00007097772,0.001839151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006572091,"threshold_uncertainty_score":0.001911163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004204163739670155,"score_gpt":0.2150873875358399,"score_spread":0.2108832237961697,"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."}}