{"id":"W2147166718","doi":"10.5344/ajev.2011.11050","title":"Wine Expertise Predicts Taste Phenotype","year":2011,"lang":"en","type":"article","venue":"American Journal of Enology and Viticulture","topic":"Biochemical Analysis and Sensing Techniques","field":"Nursing","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Alcohol Abuse and Alcoholism; Natural Sciences and Engineering Research Council of Canada; Brock University","keywords":"Wine; Wine tasting; Taste; Psychology; Food science; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008488321,0.00009988,0.0002948607,0.00005538211,0.00005560816,0.000007949774,0.00009522183,0.00008054309,0.00003831269],"category_scores_gemma":[0.00006924873,0.00006358382,0.00007394664,0.0001149128,0.0004391829,0.00006589352,0.00002070895,0.0002519262,0.000001738271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001231654,"about_ca_system_score_gemma":0.000005555726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003185345,"about_ca_topic_score_gemma":0.000002924529,"domain_scores_codex":[0.9993658,0.00006948245,0.0002311179,0.0001055142,0.00007681515,0.000151261],"domain_scores_gemma":[0.9994258,0.00002357879,0.0002352357,0.00008982805,0.0001293791,0.00009623604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002602336,0.0006642966,0.007232459,0.00003538984,0.0006974542,0.0002813954,0.02251399,0.00000123719,0.6290089,0.001594979,0.03865701,0.2967105],"study_design_scores_gemma":[0.003337289,0.02269496,0.06139547,0.0007479317,0.002026259,0.005732813,0.01239625,0.0002278731,0.8257187,0.02078159,0.04342834,0.001512543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944683,0.000959741,0.0004277605,0.00303728,0.0001552951,0.00002957376,0.000002081282,0.00003003366,0.0008898985],"genre_scores_gemma":[0.9908448,0.00006512093,0.007652222,0.001190782,0.0002089085,3.873878e-7,0.000001287543,0.000006935258,0.00002958545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.295198,"threshold_uncertainty_score":0.2592873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249645341004507,"score_gpt":0.2331672556684222,"score_spread":0.2206708022583771,"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."}}