{"id":"W2148959145","doi":"10.7202/008906ar","title":"Applying comparative genomics to plant disease epidemiology","year":2004,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Genomics; Genetics; Population genomics; Evolutionary biology; Multilocus sequence typing; Genotyping; Pathosystem; Population; Genome; Population genetics; Genotype; Host (biology); Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002665154,0.0003853106,0.0006821218,0.004003891,0.0004211391,0.001022575,0.0006677019,0.0007018255,0.002059612],"category_scores_gemma":[0.004849822,0.000295062,0.0005261987,0.003478455,0.0009771042,0.0007710019,0.0009380191,0.0008222802,0.0002641364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535624,"about_ca_system_score_gemma":0.0006771384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493285,"about_ca_topic_score_gemma":0.002656727,"domain_scores_codex":[0.9977552,0.001603997,0.00005541027,0.0003407329,0.0001325031,0.0001120765],"domain_scores_gemma":[0.9982609,0.001168158,0.0002151406,0.0001453083,0.00009970296,0.0001107003],"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":[0.0005848631,0.0004959363,0.1146414,0.001920032,0.001794947,0.001167697,0.001323425,0.0325362,0.1369762,0.1175773,0.002397368,0.5885847],"study_design_scores_gemma":[0.0002191995,0.0019492,0.4324217,0.0005566654,0.0005609649,0.004050786,0.002639255,0.09608514,0.01796032,0.3586423,0.0847091,0.0002054171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3252039,0.01767813,0.6225193,0.003110004,0.0002924521,0.0004447413,0.002043341,0.0006443685,0.02806379],"genre_scores_gemma":[0.78241,0.005604009,0.2078799,0.0009720247,0.0001887685,0.0003541883,0.001297986,0.00005062044,0.001242487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004003891,"threshold_uncertainty_score":0.01409483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04536113594403274,"score_gpt":0.2871351333367645,"score_spread":0.2417739973927318,"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."}}