{"id":"W3038376635","doi":"10.1139/cjm-2019-0456","title":"Screening of thermosensitive autolytic mutant brewer’s yeast and transcriptomic analysis of heat stress response","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autolysis (biology); Yeast; Mutant; Biochemistry; Pentose phosphate pathway; Hexose; Glycogen; Chemistry; Saccharomyces cerevisiae; Mutagenesis; Biology; Glycolysis; Food science; Metabolism; Enzyme; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002247927,0.00009568339,0.0003375227,0.0002059281,0.00002152977,0.000003894286,0.00009914323,0.0001069801,0.00001538132],"category_scores_gemma":[0.0001020355,0.00008662233,0.0001324808,0.0002043038,0.0001528373,0.000002801379,0.000009138134,0.00009302622,1.660375e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009600773,"about_ca_system_score_gemma":0.0002118762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004368438,"about_ca_topic_score_gemma":0.001136393,"domain_scores_codex":[0.9992775,0.0001123993,0.0003066368,0.0001395616,0.00002080821,0.000143092],"domain_scores_gemma":[0.9994779,0.000007265143,0.0001295724,0.000095817,0.0001280596,0.0001613605],"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":[0.0003571344,0.000006843722,0.0008348955,0.00001385702,0.0005862667,0.000009626311,0.0003938399,0.001108042,0.9962393,0.000004073396,0.00007096955,0.0003751645],"study_design_scores_gemma":[0.0004032363,0.0004722838,0.009279611,0.00003236015,0.0003839399,0.0001849938,0.0002438732,0.00008867884,0.9864804,6.08137e-7,0.002330078,0.0001000098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99652,0.001782038,0.0008907723,0.0003320971,0.0000991964,0.000044431,0.0003256843,0.000001136481,0.000004591001],"genre_scores_gemma":[0.9994197,0.00006370285,0.0002809817,0.0001094664,0.00007853063,1.569719e-7,0.00002846316,0.000008386064,0.00001063532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00975896,"threshold_uncertainty_score":0.3532356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008263049174949596,"score_gpt":0.1966568991359339,"score_spread":0.1883938499609843,"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."}}