{"id":"W4400958690","doi":"10.1002/agg2.20548","title":"Application of graphical analysis and principal components to identify the effect of genotype × trait in maize hybrids","year":2024,"lang":"en","type":"article","venue":"Agrosystems Geosciences & Environment","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Tassel; Hybrid; Biology; Principal component analysis; Stover; Trait; Agronomy; Randomized block design; Horticulture; Peduncle (anatomy); Quantitative trait locus; Zea mays; Crop; Mathematics; Statistics","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":[0.002331188,0.000879326,0.0007585326,0.003647356,0.0003017146,0.001095736,0.0004466963,0.0003422881,0.001868923],"category_scores_gemma":[0.006737646,0.0002193699,0.001507785,0.002077828,0.0004551562,0.0004616474,0.0006154405,0.0006215539,0.0002483596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005175395,"about_ca_system_score_gemma":0.0005887479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002831838,"about_ca_topic_score_gemma":0.00153544,"domain_scores_codex":[0.9971511,0.001652143,0.0001394496,0.0004619295,0.0004503163,0.0001451337],"domain_scores_gemma":[0.9940732,0.003956148,0.0006316691,0.0004046863,0.0007045158,0.0002298886],"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":[0.005212493,0.001564905,0.2111869,0.0008958884,0.002372372,0.0009544926,0.001231306,0.02155153,0.3838672,0.003598266,0.001403213,0.3661615],"study_design_scores_gemma":[0.0001240852,0.002647874,0.8362128,0.00004185417,0.0007344548,0.0003976675,0.0006295501,0.1270093,0.0273854,0.002386709,0.00218295,0.0002473704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001373,0.0003124161,0.09520456,0.0001637007,0.0000519061,0.0001789019,0.001269204,0.001597922,0.00108406],"genre_scores_gemma":[0.9414157,0.00006948915,0.0570019,0.00002445674,0.00001326866,0.000144494,0.0008206863,0.0001216615,0.000388253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003647356,"threshold_uncertainty_score":0.01232862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079540342946693,"score_gpt":0.2167438936310108,"score_spread":0.2059484902015439,"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."}}