{"id":"W2745654865","doi":"10.3389/fvets.2017.00131","title":"Hops (Humulus lupulus L.) Bitter Acids: Modulation of Rumen Fermentation and Potential As an Alternative Growth Promoter","year":2017,"lang":"en","type":"review","venue":"Frontiers in Veterinary Science","topic":"Hops Chemistry and Applications","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"U.S. Department of Agriculture","keywords":"Humulus lupulus; Rumen; Fermentation; Biology; Hop (telecommunications); Botany; Food science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006466629,0.0002878222,0.0001942759,0.0002561221,0.00008936297,0.000297485,0.00008678717,0.0001987246,0.0005242759],"category_scores_gemma":[0.00003594881,0.00007289617,0.0001513818,0.0001691733,0.0001059092,0.0002358934,0.0001484503,0.0002496102,0.0001241396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508447,"about_ca_system_score_gemma":0.00008338346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001961443,"about_ca_topic_score_gemma":0.0003773372,"domain_scores_codex":[0.9999647,0.000007428508,0.000002972513,0.000007196291,0.00001021712,0.000007447703],"domain_scores_gemma":[0.9999702,0.000007614429,0.00001145616,8.622204e-7,0.000003594103,0.000006357017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000207793,0.00004918375,0.0001705824,0.0005509341,0.00001380172,0.0001444694,0.00001890475,0.0001605936,0.980626,0.0003120017,0.00009842395,0.01764727],"study_design_scores_gemma":[0.00002765309,0.001456753,0.006128246,0.00007862365,0.0001086307,0.0006180792,0.00008975182,0.0009504997,0.9599699,0.000378138,0.03017055,0.00002309063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7326795,0.2525383,0.006746621,0.0005637808,0.0001170957,0.00006015061,0.0004648747,0.0001620073,0.006667652],"genre_scores_gemma":[0.9002853,0.08939807,0.00521487,0.0001912289,0.00007863997,0.00003353584,0.0002236436,0.00001863692,0.00455601],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0005242759,"threshold_uncertainty_score":0.001753926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1846548945504536,"score_gpt":0.4919281039376076,"score_spread":0.307273209387154,"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."}}