{"id":"W4229456317","doi":"10.5539/jas.v14n6p198","title":"Phenotypic Variability in the Induction of Alpha Acids in Hops (Humulus lupulus L.) in Brazil","year":2022,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Hops Chemistry and Applications","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Humulus lupulus; Brewing; Genetic variability; Genetic variation; Cultivar; Biology; Horticulture; Germplasm; Gene–environment interaction; Repeatability; Coefficient of variation; Food science; Botany; Biotechnology; Genotype; Genetics; Gene; Mathematics; Statistics; Fermentation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004292078,0.0002644705,0.0003416641,0.0006024913,0.0002838076,0.0004292856,0.0002171041,0.000184435,0.0003796628],"category_scores_gemma":[0.0007615057,0.0002136171,0.0002917887,0.0004394052,0.0002554177,0.0001792989,0.0005379762,0.0003086922,0.0001089173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006167919,"about_ca_system_score_gemma":0.0003131092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006739874,"about_ca_topic_score_gemma":0.01104055,"domain_scores_codex":[0.9993649,0.0001181125,0.00006534522,0.0002014005,0.0001762414,0.0000740149],"domain_scores_gemma":[0.9994416,0.0001641368,0.0001402819,0.00005428098,0.0001324896,0.00006728573],"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":[0.00009869736,0.00003487833,0.007227143,0.00002483366,0.00002082632,0.00008971409,0.0003978126,0.00005022478,0.989542,0.00004767052,0.00001304917,0.002453115],"study_design_scores_gemma":[0.00002270453,0.001154989,0.6633562,0.00002832901,0.0001615548,0.0008118232,0.001505718,0.001130982,0.3285339,0.0001927999,0.003049076,0.00005189011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982419,0.0001874166,0.0005890933,0.00001815968,0.0000024012,0.00002076876,0.0002575969,0.00001244954,0.0006702549],"genre_scores_gemma":[0.9975171,0.0001662878,0.0009123796,0.00002705262,0.000001743502,0.00003053375,0.0005234357,0.00001738674,0.0008040784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006739874,"threshold_uncertainty_score":0.01340133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05447735836943036,"score_gpt":0.3942292472480606,"score_spread":0.3397518888786303,"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."}}