{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001873703,0.000118685,0.0001627578,0.00004651201,0.0001080161,0.00004804133,0.00006746629,0.0000565999,0.001017804],"category_scores_gemma":[0.000007681765,0.00006274606,0.00006940386,0.0002226607,0.00002927404,0.0003186163,0.00001310116,0.00004831048,0.00004864018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005028436,"about_ca_system_score_gemma":0.000004800394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005304871,"about_ca_topic_score_gemma":0.00006485703,"domain_scores_codex":[0.9988937,0.0002149146,0.0002951006,0.0002505119,0.0002099461,0.0001358319],"domain_scores_gemma":[0.9996654,0.00004454748,0.0001500861,0.00004811847,0.00004276948,0.00004904035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006133383,0.00003579402,0.03309707,0.00002483167,0.0000230989,3.699338e-7,0.0004902723,0.00003774648,0.9636956,0.00004536586,0.00000808125,0.00192846],"study_design_scores_gemma":[0.0005642739,0.0001777203,0.8032028,0.00002169995,0.00003211134,0.000003818062,0.002620556,0.0001224811,0.1930502,0.000091159,0.00001238164,0.0001007794],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988703,0.00004890113,0.00001235331,0.0005675189,0.00007106244,0.0003180563,0.0000212512,0.00003242406,0.00005819044],"genre_scores_gemma":[0.9990056,0.00007787304,0.00005815939,0.0001897716,0.00002499442,0.00001368494,0.0001630715,0.000001629871,0.0004652646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7706454,"threshold_uncertainty_score":0.9998954,"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."}}