{"id":"W2098435343","doi":"","title":"Genetic and environmental variation of grain yield of oat varieties","year":2003,"lang":"en","type":"article","venue":"Agronomy Research","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agronomy; Yield (engineering); Grain yield; Genetic variability; Avena; Crop; Biology; Crop yield; Genetic variation; Environmental science; Genotype; Materials science","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":[0.0004822255,0.00004081861,0.00008289167,0.000009446627,0.00007362745,0.00001101656,0.00007347122,0.00004488913,0.0005485388],"category_scores_gemma":[0.00009394453,0.00001701653,0.00002627655,0.00008645729,0.0001689157,0.00003627166,0.000041634,0.00006887182,0.00000264461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008412548,"about_ca_system_score_gemma":0.000006628874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006464421,"about_ca_topic_score_gemma":0.0001204827,"domain_scores_codex":[0.9993276,0.0001239253,0.0001227159,0.0001244075,0.0001705764,0.0001307655],"domain_scores_gemma":[0.9995235,0.0003494836,0.00002489139,0.00004338773,0.00002104856,0.00003767506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004603432,0.0001852415,0.2866326,0.00002253594,0.00001582607,8.250352e-7,0.0007702207,0.00000130864,0.6634071,0.00248037,0.0001908287,0.04624702],"study_design_scores_gemma":[0.00004881766,0.0001522527,0.9787763,0.000004562399,0.000002173461,8.33409e-7,0.0007090821,0.00001003996,0.01589155,0.002747075,0.001616804,0.00004050514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978386,0.0003362226,0.000005580399,0.00009530013,0.00001231716,0.00009865158,0.000007938051,0.000002610056,0.001602808],"genre_scores_gemma":[0.9996265,0.00007193262,0.00006249842,0.000004953265,0.00001492194,0.000004983836,0.000003808724,2.668471e-7,0.0002101883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6921437,"threshold_uncertainty_score":0.6006114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05202595764959716,"score_gpt":0.2573586313345406,"score_spread":0.2053326736849434,"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."}}