{"id":"W3000618013","doi":"10.15389/agrobiology.2019.6.1290eng","title":"UV-INDUCED YEAST LIPASE PRODUCER WITH A WIDE SUB-STRATE SPECIFICITY – SELECTION, CHARACTERIZATION AND PRODUC-TION OF THE ENZYME","year":2019,"lang":"en","type":"article","venue":"Sel skokhozyaistvennaya Biologiya","topic":"Pineapple and bromelain studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics","keywords":"Lipase; Yeast; Enzyme; Selection (genetic algorithm); Chemistry; Biochemistry; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001798304,0.000386614,0.0003038447,0.0004086697,0.0001196968,0.0004276473,0.0001814318,0.0002318347,0.0008562971],"category_scores_gemma":[0.0001717233,0.0001805003,0.0003268802,0.0004115569,0.0001678845,0.0001903467,0.0003581296,0.0005992927,0.0007870244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001983097,"about_ca_system_score_gemma":0.0001763196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004815253,"about_ca_topic_score_gemma":0.000413945,"domain_scores_codex":[0.9997665,0.0000349985,0.00003224453,0.00004985575,0.00008700197,0.00002936335],"domain_scores_gemma":[0.9997686,0.00004837262,0.00004474389,0.00005056037,0.00004151727,0.000046349],"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":[0.00001328371,0.00001320872,0.00006406124,0.000005508719,0.000001467063,0.00002689467,0.000003687155,0.00001075142,0.9995816,0.00001248502,0.000005431114,0.0002616812],"study_design_scores_gemma":[0.000005062487,0.0001244262,0.002916467,0.000003024619,0.00001092743,0.0003225708,0.00001898819,0.000202934,0.9953802,0.00001784888,0.0009925717,0.000004906506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847466,0.001768154,0.00969637,0.0001421013,0.00003247535,0.00008443265,0.001058199,0.0001856797,0.00228598],"genre_scores_gemma":[0.9826542,0.0008156287,0.006291874,0.00005269382,0.00001082677,0.0000567373,0.003203833,0.0001061121,0.006808155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008562971,"threshold_uncertainty_score":0.002864659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007987802708301283,"score_gpt":0.1998341680435015,"score_spread":0.1918463653352002,"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."}}