{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004509713,0.000975501,0.001339338,0.002924666,0.0002630996,0.001197645,0.0007237356,0.0009461007,0.002577041],"category_scores_gemma":[0.0006668491,0.000254161,0.0004857506,0.002489642,0.0003567724,0.001021068,0.0008019629,0.0009134981,0.002021213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145696,"about_ca_system_score_gemma":0.0006747626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846254,"about_ca_topic_score_gemma":0.00281878,"domain_scores_codex":[0.9996473,0.00004112324,0.0000586142,0.00009153265,0.0001284856,0.00003295273],"domain_scores_gemma":[0.9997497,0.00006810512,0.00005467491,0.000009658071,0.00008717941,0.00003072638],"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":[0.00008689345,0.00003434493,0.0005761457,0.01779237,0.00005794748,0.0003028457,0.0001209982,0.0001594228,0.00514558,0.000996946,0.005725774,0.9690007],"study_design_scores_gemma":[0.00001103784,0.0001285724,0.004590661,0.005909859,0.0001918197,0.002428691,0.0002458679,0.00005415779,0.002802898,0.000878015,0.9827318,0.00002671233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004256345,0.9983563,0.0001390294,0.0000855758,0.00008215857,0.000004251294,0.00004042982,0.00001072565,0.0008558956],"genre_scores_gemma":[0.002289286,0.9964712,0.0002639284,0.00006792096,0.00005251394,0.000004108176,0.00009016025,0.00000263383,0.0007582968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002924666,"threshold_uncertainty_score":0.008621037,"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."}}