{"id":"W2032741057","doi":"10.2135/cropsci2002.1100","title":"Biplot Analysis of Test Sites and Trait Relations of Soybean in Ontario","year":2002,"lang":"en","type":"article","venue":"Crop Science","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":904,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Biplot; Biology; Trait; Test (biology); Statistics; Biotechnology; Genetics; Ecology; Mathematics; Genotype; Computer science; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001790835,0.00003267403,0.00008822216,0.00005359453,0.00007098295,0.0000183893,0.0001246406,0.00001674771,0.0003500561],"category_scores_gemma":[0.00006216099,0.00001337575,0.00002271889,0.001335131,0.0001925,0.00005504751,0.00002647761,0.00003326968,0.000001037618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008321746,"about_ca_system_score_gemma":0.000005551602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007246069,"about_ca_topic_score_gemma":0.1687054,"domain_scores_codex":[0.9995436,0.000004737837,0.0001186218,0.0001221684,0.0001183131,0.00009254616],"domain_scores_gemma":[0.999748,0.0001116145,0.00004801464,0.00002417115,0.0000346469,0.00003357607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[2.580517e-7,0.00001861039,0.6213168,4.022803e-7,0.000001722383,1.592808e-7,0.0002616262,0.00003821859,0.3767764,0.00005775257,0.000005859691,0.001522207],"study_design_scores_gemma":[0.00001841973,0.00005460277,0.9940808,0.000004747611,0.00001576765,4.679859e-7,0.00006977816,0.003494121,0.002064531,0.0000591459,0.0001040235,0.00003361109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980111,0.0000627349,7.779696e-7,0.0001050409,0.000008121326,0.00002531593,0.00001795643,0.000002395187,0.001766613],"genre_scores_gemma":[0.999648,0.000007677898,0.0001183992,0.000007853021,0.000003261913,3.475448e-7,0.000002583022,8.766163e-8,0.000211844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3747118,"threshold_uncertainty_score":0.9993648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05614324061813462,"score_gpt":0.2077780807085738,"score_spread":0.1516348400904392,"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."}}