{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004796236,0.00007572587,0.0001517899,0.00009386804,0.0001864209,0.00001201973,0.0006559125,0.00005781363,0.000174129],"category_scores_gemma":[0.0002290418,0.00004513621,0.00004567444,0.001917073,0.0002634428,0.0002650063,0.00009334341,0.001049602,0.000001348054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716132,"about_ca_system_score_gemma":0.0001457335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003265368,"about_ca_topic_score_gemma":0.00003918697,"domain_scores_codex":[0.9984102,0.0004538293,0.0004635308,0.0001413446,0.0003154842,0.0002156519],"domain_scores_gemma":[0.9992469,0.0002546498,0.0002649861,0.00009005444,0.00008601541,0.00005740924],"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":[0.0001146004,0.0009330551,0.09964816,0.00001535133,0.000006378183,0.00001570984,0.005103854,0.01310805,0.8747066,0.0009543865,0.0004882954,0.004905603],"study_design_scores_gemma":[0.0007605344,0.00008289003,0.9569297,0.000008535744,0.0000118719,0.0001738382,0.003157164,0.0002207068,0.03565847,0.000971941,0.001938591,0.00008578253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954649,0.00006865015,0.000005344142,0.002740345,0.0002659743,0.0001457264,0.000005330357,0.000002395324,0.001301352],"genre_scores_gemma":[0.9995506,0.00002067049,0.0000633767,0.0002406126,0.00007118276,0.00001831761,0.000001324058,0.000001186653,0.00003275493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8572815,"threshold_uncertainty_score":0.4560055,"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."}}