{"id":"W4242569367","doi":"10.2135/cropsci2002.6190","title":"Biplots of Linear‐Bilinear Models for Studying Crossover Genotype × Environment Interaction","year":2002,"lang":"en","type":"article","venue":"Crop Science","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biplot; Cultivar; Multiplicative function; Biology; Mathematics; Bilinear interpolation; Statistics; Botany; Genotype; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002496731,0.0000628495,0.0000771795,0.00001270334,0.0002941437,0.00004971784,0.0002277681,0.00002555127,0.0001617884],"category_scores_gemma":[0.00002838853,0.00002599043,0.00003650966,0.0001754891,0.0001339072,0.0001527237,0.00006850492,0.0000394394,0.00001829054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001718747,"about_ca_system_score_gemma":0.000003220779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003259512,"about_ca_topic_score_gemma":0.0000120181,"domain_scores_codex":[0.9992316,0.000006494585,0.0001373256,0.0002252901,0.000208943,0.0001903451],"domain_scores_gemma":[0.9997102,0.00007024075,0.00006786123,0.00004548252,0.0000516411,0.00005456826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001083309,0.00005869526,0.0008543672,0.000004022702,0.000001930455,2.673368e-7,0.0002629038,0.005818487,0.9651034,0.0001131752,0.00006172327,0.02771019],"study_design_scores_gemma":[0.0003304874,0.0008053136,0.02927948,0.00004011757,0.00001763646,0.000008564685,0.0005291847,0.802204,0.1480125,0.000998455,0.0173958,0.0003785569],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99874,0.0001041137,0.0002923452,0.0001213204,0.0001511972,0.0001431688,0.00002085568,0.00001049164,0.0004165123],"genre_scores_gemma":[0.9985188,0.00005495371,0.001099392,0.00003472312,0.00009457118,0.000004672559,0.000002465268,5.072928e-7,0.0001899471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8170909,"threshold_uncertainty_score":0.2262345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270588314383579,"score_gpt":0.2507497424297656,"score_spread":0.1236909109914077,"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."}}