{"id":"W2548581589","doi":"10.1002/yea.3219","title":"Yeasts found in vineyards and wineries","year":2016,"lang":"en","type":"review","venue":"Yeast","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Water Research Institute","keywords":"Winery; Vineyard; Winemaking; Biology; Wine; Yeast in winemaking; Yeast; Saccharomyces; Fermentation in winemaking; Biotechnology; Flavour; Food science; Saccharomyces cerevisiae; Horticulture","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":[0.0000706123,0.0001279409,0.0004083535,0.00001899826,0.00003757821,0.00003788465,0.00008389704,0.0000842162,0.0007325769],"category_scores_gemma":[0.00002132546,0.00003543268,0.0000953566,0.0002355865,0.00004187634,0.00004802269,0.00003384097,0.00005704704,0.0001551675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001749158,"about_ca_system_score_gemma":0.000007082189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003021742,"about_ca_topic_score_gemma":0.0003038794,"domain_scores_codex":[0.9993596,0.00007123491,0.0001818143,0.0001920748,0.00008122549,0.0001140667],"domain_scores_gemma":[0.9997898,0.00005148809,0.00006607558,0.00003065205,0.00001437441,0.00004758998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001184041,0.000008038304,0.00003743029,0.0001552441,0.00001110806,0.000003856235,0.000007919375,9.687528e-9,0.00001561372,0.00008354544,0.0001500753,0.999526],"study_design_scores_gemma":[0.00003060745,0.00001565148,0.001395299,0.001008927,0.00003132823,0.000007899388,0.00002656452,4.71115e-7,2.096081e-7,0.0000297365,0.9973406,0.0001127316],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001151707,0.9967235,1.803308e-7,0.0001195204,0.00005606602,0.0001133663,0.00006255643,0.00001689198,0.001756238],"genre_scores_gemma":[0.0007675453,0.9958979,0.000005167841,0.00003831899,0.000167414,0.00001234427,0.00005217579,7.50242e-7,0.003058354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9994133,"threshold_uncertainty_score":0.8021203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05390305971576519,"score_gpt":0.298561171152902,"score_spread":0.2446581114371368,"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."}}