{"id":"W2075900076","doi":"10.1094/pdis.2002.86.12.1396","title":"Biplot Analysis of Host-by-Pathogen Data","year":2002,"lang":"en","type":"article","venue":"Plant Disease","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biplot; Genotype; Biology; Host (biology); Pathogen; Strain (injury); Virulence; Genetics; Computational biology; Gene","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007373015,0.00006809334,0.0001250482,0.00001653544,0.00005223124,0.00002135071,0.0003495718,0.00002191957,0.001075321],"category_scores_gemma":[0.00002877891,0.00002584094,0.00005694213,0.0003571944,0.00001475217,0.00003816958,0.00009094089,0.00002617559,0.00002274715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002066503,"about_ca_system_score_gemma":0.000001251904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009181007,"about_ca_topic_score_gemma":0.000128901,"domain_scores_codex":[0.999365,0.00001984162,0.0001199475,0.0002075554,0.0001535583,0.000134085],"domain_scores_gemma":[0.9995927,0.00008461603,0.00004927694,0.0001047567,0.00001426977,0.0001543893],"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":[0.00006490928,0.0004487396,0.4283838,0.00002008586,0.0004801739,0.0000542742,0.00006587237,0.00005085157,0.4751976,0.00007944008,0.05873223,0.03642195],"study_design_scores_gemma":[0.00009242577,0.00006146665,0.8204895,0.00001432413,0.001019152,0.00000140001,0.00004764405,0.04607319,0.000352173,0.00002791698,0.1315516,0.0002691679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571872,0.00171492,0.000002133526,0.0003518403,0.00003217822,0.0000500861,0.04033621,0.0000175428,0.0003078315],"genre_scores_gemma":[0.9931024,0.0004636181,0.00001409149,0.00008609855,0.00004701736,0.000001438701,0.006143066,3.374809e-7,0.0001419772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4748455,"threshold_uncertainty_score":0.9998378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09163184583397688,"score_gpt":0.2085655061024696,"score_spread":0.1169336602684927,"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."}}