{"id":"W3017672929","doi":"10.1111/nph.16591","title":"Tasting improvement in fruit flavor using genomics","year":2020,"lang":"en","type":"letter","venue":"New Phytologist","topic":"Postharvest Quality and Shelf Life Management","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Science Foundation","keywords":"Wine tasting; Flavor; Genomics; Biology; Food science; Genome; Gene; Genetics; Wine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002110111,0.0003657628,0.0005251403,0.00002631797,0.000146341,0.0001746436,0.0006522908,0.0004181509,0.0002349602],"category_scores_gemma":[0.00009217985,0.0001682306,0.0001753805,0.0003286901,0.0000856593,0.00009133895,0.0003605263,0.001110096,0.00009676177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036253,"about_ca_system_score_gemma":0.0000458628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003477044,"about_ca_topic_score_gemma":0.002194093,"domain_scores_codex":[0.9976543,0.0001363613,0.0005541757,0.0007094713,0.0003215397,0.00062415],"domain_scores_gemma":[0.9992703,0.0001793429,0.0003055895,0.0001204562,0.00002169539,0.0001025759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002376594,0.000048391,0.001015964,0.000138126,0.00004898197,0.0006937464,0.00009052709,0.00004136918,0.01773457,0.00005760109,0.9356786,0.04442834],"study_design_scores_gemma":[0.0001662114,0.0001481111,0.001359544,0.00006337437,0.00002875799,0.00000466426,0.00008884402,0.0002065824,0.000380047,0.0008456571,0.9962448,0.0004634185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07891541,0.0002068779,0.0000434849,0.9176269,0.0006076524,0.0006325399,0.000151926,0.0001367349,0.001678516],"genre_scores_gemma":[0.02619191,0.00005469151,0.0007767566,0.9616101,0.008657193,0.00002454072,0.0007212725,0.000006009031,0.001957489],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06056616,"threshold_uncertainty_score":0.6860245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09102650914443264,"score_gpt":0.2687720944575965,"score_spread":0.1777455853131638,"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."}}