{"id":"W6992529143","doi":"","title":"The Linkage of Yeast Metabolites, Produced Under Hyperosmotic Stress, to Cellular Cofactor Systems During Icewine Fermentation.","year":2022,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycerol; Yeast; Acetic acid; Saccharomyces cerevisiae; Yeast in winemaking; Cofactor; Sugar; Wine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00009342249,0.0003191707,0.0002430129,0.000188771,0.000166337,0.0007203872,0.0002091499,0.0002332521,0.0004982337],"category_scores_gemma":[0.0001515519,0.0001473966,0.0002408003,0.0002412061,0.0002127912,0.0004371308,0.0003622993,0.0004534502,0.000213014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005321177,"about_ca_system_score_gemma":0.000231741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213514,"about_ca_topic_score_gemma":0.003812775,"domain_scores_codex":[0.9998608,0.00001280327,0.0000123018,0.00004974323,0.00004016515,0.00002420316],"domain_scores_gemma":[0.9998339,0.00001919371,0.00005742263,0.00002183812,0.00003805299,0.00002958481],"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":[0.0001756831,0.00001097118,0.001188105,0.00003727915,0.00000667087,0.00004945779,0.00002312167,0.00004303562,0.9964622,0.0000437876,0.0000368225,0.001922838],"study_design_scores_gemma":[0.000005136378,0.0001647563,0.04427943,0.00001228049,0.00001911239,0.000200513,0.000139106,0.0004224743,0.9527587,0.00008837909,0.00189575,0.00001446663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909073,0.002165853,0.002990139,0.0001716728,0.00006939239,0.00004389938,0.001960448,0.0001008155,0.001590412],"genre_scores_gemma":[0.9917192,0.001095781,0.002339911,0.00008916143,0.000007476738,0.00002719361,0.002399402,0.00003875207,0.002283079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003213514,"threshold_uncertainty_score":0.006389618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100210972189876,"score_gpt":0.1797513809282555,"score_spread":0.169730283709268,"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."}}