{"id":"W4389322339","doi":"10.1021/acs.jafc.3c05742","title":"Characterization of Mannoprotein Structural Diversity in Wine Yeast Species","year":2023,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lallemand; National Research Foundation","keywords":"Torulaspora delbrueckii; Yeast; Wine; Polysaccharide; Biochemistry; Saccharomyces cerevisiae; Monosaccharide; Biology; Chemistry; Saccharomyces; Food science","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":[0.00006529503,0.00006546701,0.0001491626,0.00001095774,0.00006860443,0.00001578708,0.00008535795,0.00004216495,0.0001268202],"category_scores_gemma":[0.0000117215,0.00002256192,0.00006942502,0.0003253718,0.00002879401,0.0001227384,0.00005807706,0.00007429429,9.13466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001131894,"about_ca_system_score_gemma":0.000001658012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007583023,"about_ca_topic_score_gemma":0.00001368722,"domain_scores_codex":[0.9994639,0.00001447576,0.0002181038,0.00006877045,0.0001533643,0.00008140043],"domain_scores_gemma":[0.9996578,0.00001298623,0.0001930001,0.00001254361,0.00007928061,0.00004435167],"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":[0.00001582415,0.00001158943,0.0126976,0.00001396419,0.00001750597,0.000002016498,0.0001489693,0.000006666208,0.986412,0.000004887819,0.00002915196,0.0006398234],"study_design_scores_gemma":[0.0001222679,0.00006535944,0.8203492,0.00001817211,0.00001006542,0.00001654051,0.001308515,0.000005193065,0.1779699,0.00002916127,0.00005636143,0.00004929919],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990732,0.0000140159,8.723759e-8,0.0007237274,0.00002475045,0.00002703319,0.00003203246,0.000005858858,0.00009927558],"genre_scores_gemma":[0.9991935,0.00004687516,0.000004864467,0.000011402,0.0001583929,2.539913e-7,0.00006222171,2.099653e-7,0.0005223019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8084421,"threshold_uncertainty_score":0.1388592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091840538297199,"score_gpt":0.1925940581009322,"score_spread":0.1716756527179602,"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."}}