{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006242804,0.000555529,0.001737453,0.000108291,0.00009737637,0.00001274078,0.0006159859,0.0005291646,0.002443975],"category_scores_gemma":[0.0001307572,0.000440799,0.0007764926,0.000674134,0.0001628623,0.00003592207,0.0002459,0.001730783,0.002129365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008018258,"about_ca_system_score_gemma":0.0005161084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.863521e-7,"about_ca_topic_score_gemma":0.000001225903,"domain_scores_codex":[0.997592,0.0003368339,0.001009984,0.000556451,0.0001486227,0.0003561112],"domain_scores_gemma":[0.9983014,0.0004405257,0.0004200591,0.0005147276,0.0001111689,0.0002120471],"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":[0.000001549488,0.0001864129,5.983146e-7,0.2630472,0.0001935076,0.000008929293,0.00002105256,4.210013e-8,0.00001135579,0.0003275879,0.1933018,0.5429001],"study_design_scores_gemma":[0.0001225736,0.00001845576,3.911476e-7,0.08153223,0.004849308,0.00006438748,0.000001260062,0.000001987738,0.0001168405,0.00009699089,0.9128414,0.0003542039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000362063,0.9852772,0.000008710145,0.0002090287,0.001113684,0.0009878968,0.0008543463,0.0001168368,0.01142869],"genre_scores_gemma":[0.00000937116,0.9901486,0.00002853684,0.0001292155,0.001027033,0.0006450976,0.0006647059,0.00005890918,0.007288518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7195396,"threshold_uncertainty_score":0.9998044,"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."}}