{"id":"W4405746139","doi":"10.5376/ijh.2024.14.0038","title":"The Global Expansion of Hops: Botanical Characteristics and Historical Evolution in Brewing","year":2024,"lang":"en","type":"article","venue":"International Journal of Horticulture","topic":"Hops Chemistry and Applications","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Brewing; Environmental science; History; Horticulture; Biology; Food science","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":[0.0004557117,0.0002475303,0.0002456738,0.002979313,0.0006084554,0.001227091,0.0002759263,0.000361132,0.00370732],"category_scores_gemma":[0.0006806733,0.0001970431,0.0001969192,0.004437382,0.001142981,0.001194465,0.0007187825,0.0003877052,0.0003917649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008159038,"about_ca_system_score_gemma":0.0002835407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00542003,"about_ca_topic_score_gemma":0.01461127,"domain_scores_codex":[0.9997873,0.00002816331,0.00001586135,0.0001005633,0.0000318671,0.00003637613],"domain_scores_gemma":[0.9993987,0.0001257955,0.0002015958,0.00006146426,0.0001514862,0.00006086196],"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":[0.001683546,0.0001795924,0.3658838,0.0008289487,0.0002541536,0.002338781,0.01993991,0.001203551,0.1965124,0.01061335,0.0006827335,0.3998793],"study_design_scores_gemma":[0.000004988094,0.00009742414,0.9792334,0.0000907846,0.00003522561,0.0006967299,0.003803857,0.000205065,0.001922785,0.000601348,0.0132889,0.00001951132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9880645,0.006240243,0.0003302861,0.0001266303,0.000005152591,0.000007943307,0.0001309263,0.000009629228,0.005084562],"genre_scores_gemma":[0.9927651,0.005013049,0.0003721358,0.0000388411,0.00001251719,0.000003358567,0.0001407343,0.00001540474,0.001638788],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00542003,"threshold_uncertainty_score":0.01240224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04793079154428968,"score_gpt":0.4128793240495389,"score_spread":0.3649485325052492,"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."}}