{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002197687,0.0002054253,0.0002157883,0.00003481237,0.0001178604,0.0000192242,0.000144117,0.0001399559,0.000009140235],"category_scores_gemma":[0.0000822514,0.0001297864,0.00005544731,0.0002409874,0.0001367503,0.00001087059,0.0001097449,0.0001159921,0.000008463205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001538245,"about_ca_system_score_gemma":0.00007361097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002222754,"about_ca_topic_score_gemma":0.0000636521,"domain_scores_codex":[0.9988069,0.0000993236,0.0002251129,0.0005134853,0.0001170792,0.0002380941],"domain_scores_gemma":[0.9991924,0.000009033665,0.0002130468,0.0003471821,0.0001995916,0.00003879621],"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":[0.0001534714,0.00006953517,0.1398828,0.00004148091,0.00005906541,3.164362e-7,0.00004047136,0.000004505081,0.8587229,0.00003247202,0.0002177491,0.0007752098],"study_design_scores_gemma":[0.0003122023,0.0004161813,0.3563392,0.00002509657,0.0000188158,0.00001459151,0.00004186226,0.00001260173,0.6377918,0.00001032903,0.004862029,0.0001554126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981287,0.0001296113,0.0002180823,0.0003410747,0.000160093,0.0006281579,0.00004905078,0.00002240532,0.0003228472],"genre_scores_gemma":[0.9983143,0.0001625463,0.00006603373,0.000111919,0.0002157402,0.00003727391,0.0001567577,0.00001837698,0.0009170327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2209312,"threshold_uncertainty_score":0.5292537,"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."}}