{"id":"W2904617318","doi":"","title":"Evaluation of Hop Cultivars for Commercial Production in Ontario: Yield, Quality, and Pest Susceptibility","year":2015,"lang":"en","type":"article","venue":"2015 ASHS Annual Conference","topic":"Hops Chemistry and Applications","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hop (telecommunications); PEST analysis; Cultivar; Yield (engineering); Agronomy; Pest control; Production (economics); Environmental science; Agroforestry; Biology; Horticulture; Engineering; Telecommunications; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004060892,0.0001115226,0.0001952992,0.00003081102,0.00006569067,0.000009948673,0.0001217021,0.0001932574,0.0002215081],"category_scores_gemma":[0.001075555,0.0001129152,0.00002786443,0.00008430781,0.0001927737,0.0001397809,0.00004872099,0.0003183281,0.000006974539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409506,"about_ca_system_score_gemma":0.0007027754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004894379,"about_ca_topic_score_gemma":0.05487874,"domain_scores_codex":[0.9986987,0.0003062933,0.0003255271,0.0002772386,0.0002232151,0.0001690932],"domain_scores_gemma":[0.9980828,0.0001654113,0.0001395004,0.0001667583,0.001322817,0.0001227658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001665946,0.002502023,0.6853898,0.000261097,0.0001620532,0.000001088618,0.0421408,0.0009736922,0.1458741,0.005003983,0.03227983,0.08374554],"study_design_scores_gemma":[0.00861679,0.00062312,0.7112775,0.00009612567,0.0006322766,0.00001428521,0.01349789,0.004641635,0.1626357,0.02567185,0.07133255,0.0009602737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944853,0.00005565655,0.0001116635,0.00146046,0.0002291704,0.0006962172,0.0001138754,0.00001539604,0.002832253],"genre_scores_gemma":[0.9990067,0.000006704894,0.0001827574,0.00009320521,0.00007707597,0.0001503727,0.00006892368,0.000004960266,0.0004092666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08278526,"threshold_uncertainty_score":0.9623672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5265828745483443,"score_gpt":0.5350130341400878,"score_spread":0.008430159591743536,"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."}}