{"id":"W4402615173","doi":"10.3390/beverages10030090","title":"SAAZ—Fine Aroma Hop Pedigree: A Review of Current Knowledge","year":2024,"lang":"en","type":"review","venue":"Beverages","topic":"Hops Chemistry and Applications","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Hop (telecommunications); Current (fluid); Aroma; Computer science; Biology; Food science; Telecommunications; Engineering; Electrical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004039946,0.0008883317,0.001340808,0.003366301,0.000254378,0.0009740248,0.0007744118,0.0006600718,0.004723222],"category_scores_gemma":[0.0005016176,0.0003018628,0.0004850122,0.003103253,0.0003188669,0.001299477,0.0004667126,0.0009468347,0.001647333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004032145,"about_ca_system_score_gemma":0.001036613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375766,"about_ca_topic_score_gemma":0.001696619,"domain_scores_codex":[0.9998711,0.00001376004,0.00002868626,0.00003974527,0.00003643223,0.0000101279],"domain_scores_gemma":[0.9996922,0.0001289281,0.00006926216,0.000008581949,0.00006795833,0.00003312549],"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":[0.0001005897,0.00009981276,0.0003660021,0.03541437,0.0001369298,0.0002499686,0.00005261428,0.0002995558,0.001714644,0.001315378,0.01378064,0.9464695],"study_design_scores_gemma":[0.00002797524,0.0002970938,0.003137168,0.008459256,0.0005712016,0.003384498,0.000125398,0.0001383498,0.0009348753,0.001395583,0.9814913,0.00003727346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002099503,0.9989015,0.0001129337,0.0001120605,0.00007082791,0.00000447755,0.0000408007,0.000009862403,0.0005374923],"genre_scores_gemma":[0.0009577515,0.9983261,0.0002087989,0.00007918546,0.00006562471,0.000004926211,0.00006988146,0.000001395235,0.0002863091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004723222,"threshold_uncertainty_score":0.01580077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3461667395156877,"score_gpt":0.5862317491035332,"score_spread":0.2400650095878455,"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."}}