{"id":"W2955768155","doi":"10.3390/fermentation5030057","title":"Transcriptomic Response of Saccharomyces cerevisiae during Fermentation under Oleic Acid and Ergosterol Depletion","year":2019,"lang":"en","type":"article","venue":"Fermentation","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ergosterol; Saccharomyces cerevisiae; Transcriptome; Biology; Biochemistry; Oleic acid; Fermentation; Yeast; Gene; Gene expression","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":[0.00008841287,0.0002929997,0.0003541926,0.0002084559,0.0001484565,0.0003610992,0.00007993747,0.0001775055,0.0003448992],"category_scores_gemma":[0.0001381257,0.00009853151,0.0002559303,0.0002685008,0.0001328959,0.0001677192,0.000219119,0.0002251377,0.0001107209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015712,"about_ca_system_score_gemma":0.0001458177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309243,"about_ca_topic_score_gemma":0.001661972,"domain_scores_codex":[0.999896,0.00001087521,0.000008472586,0.00004125231,0.0000243785,0.00001897251],"domain_scores_gemma":[0.9999288,0.00001162568,0.00001726876,0.000006302018,0.00001993889,0.00001599332],"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":[0.0001581242,0.000009051012,0.001064176,0.00002938312,0.000006054298,0.00003522465,0.00003328435,0.00004716043,0.9979544,0.0000106289,0.00001762408,0.0006348948],"study_design_scores_gemma":[0.00001551689,0.000522346,0.1912235,0.00002992803,0.0001114633,0.0003252533,0.000658874,0.002021183,0.8024793,0.0001284481,0.002454513,0.00002964567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963469,0.0005662991,0.0007030612,0.00003849484,0.00001382003,0.00001252576,0.001971979,0.00002426175,0.0003227307],"genre_scores_gemma":[0.9922977,0.0005544682,0.001523795,0.00008828446,0.00001021447,0.00004429128,0.004284916,0.00002079499,0.001175588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001309243,"threshold_uncertainty_score":0.002603173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148404818971086,"score_gpt":0.2180033967240778,"score_spread":0.2065193485343669,"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."}}