{"id":"W3166398782","doi":"10.3390/fermentation7020097","title":"Effect of Aeration on Yeast Community Structure and Volatile Composition in Uninoculated Chardonnay Wines","year":2021,"lang":"en","type":"article","venue":"Fermentation","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wine Australia; Australian Government; Alberta Water Research Institute","keywords":"Aeration; Food science; Wine; Fermentation; Population; Torulaspora delbrueckii; Winemaking; Yeast; Biology; Winery; Chemistry; Botany; Saccharomyces; Ecology; Saccharomyces cerevisiae; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002332953,0.0003362021,0.000411112,0.0001722513,0.0002324298,0.0007474344,0.000179479,0.0002559256,0.0006793747],"category_scores_gemma":[0.0004426594,0.0001541683,0.0003597372,0.0001576805,0.0002182683,0.0003011999,0.000459754,0.0004898058,0.0001130536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910774,"about_ca_system_score_gemma":0.0002841111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003976124,"about_ca_topic_score_gemma":0.005191207,"domain_scores_codex":[0.999622,0.00005345245,0.000037726,0.0001208869,0.00009499097,0.00007086738],"domain_scores_gemma":[0.9996825,0.00006988912,0.00007314439,0.00001830621,0.00007513577,0.00008100556],"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":[0.0009372283,0.0001143455,0.003542526,0.00005928568,0.00001781614,0.00007171953,0.0001441585,0.00008886459,0.9926951,0.000009951731,0.00002492565,0.002294033],"study_design_scores_gemma":[0.00001934776,0.003434652,0.1815219,0.00002929317,0.00006423565,0.000128344,0.0006534009,0.0009521826,0.8114854,0.00003377732,0.001634254,0.00004331216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993353,0.0001895719,0.0001317585,0.00001643118,0.000009494919,0.000009534245,0.0001205754,0.000007547583,0.0001796924],"genre_scores_gemma":[0.9971383,0.0002219805,0.00102584,0.00004178924,0.000007047511,0.0000248861,0.0004087996,0.00001339839,0.001118071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003976124,"threshold_uncertainty_score":0.00790596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206223487882026,"score_gpt":0.246057428189555,"score_spread":0.2339951933107347,"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."}}