{"id":"W2102313699","doi":"10.2135/cropsci2008.11.0665","title":"Biplot Analysis of Genotype × Environment Interaction: Proceed with Caution","year":2009,"lang":"en","type":"article","venue":"Crop Science","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":325,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biplot; Computer science; Statistics; Biology; Genotype; Mathematics; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.06105864,0.001726223,0.003176215,0.004864279,0.001979345,0.003825452,0.003442523,0.001454533,0.007101736],"category_scores_gemma":[0.2544284,0.001092222,0.001679127,0.006536462,0.003164945,0.003106401,0.002244574,0.00823759,0.003983906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369504,"about_ca_system_score_gemma":0.00142466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002817326,"about_ca_topic_score_gemma":0.004135977,"domain_scores_codex":[0.913063,0.06413518,0.005514679,0.004410525,0.01223793,0.0006386847],"domain_scores_gemma":[0.6762145,0.2468082,0.01254661,0.03814279,0.02505065,0.001237244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003268427,0.000512135,0.05446103,0.005866233,0.003122858,0.003040554,0.01244976,0.007502425,0.03631849,0.07099869,0.353407,0.4490524],"study_design_scores_gemma":[0.0003426769,0.001452655,0.119356,0.003256007,0.0009354519,0.003861617,0.004652986,0.1199469,0.05366175,0.2571585,0.4342867,0.001088852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03252748,0.0008616703,0.9362541,0.004814073,0.004000429,0.0006723007,0.003004916,0.01279955,0.005065496],"genre_scores_gemma":[0.1954246,0.000558108,0.7818589,0.005526211,0.0007534901,0.001651787,0.001277528,0.007311934,0.00563749],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06105864,"threshold_uncertainty_score":0.3229128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315544473263119,"score_gpt":0.2111185541259575,"score_spread":0.1879631093933263,"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."}}