{"id":"W2227449736","doi":"10.1094/phyto-02-15-0043-r","title":"Regional and Temporal Population Structure of <i>Pseudoperonospora cubensis</i> in Michigan and Ontario","year":2016,"lang":"en","type":"article","venue":"Phytopathology","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tobacco Research Unit","funders":"Animal and Plant Health Inspection Service; National Institute of Food and Agriculture; Pickle Packers International; U.S. Department of Agriculture","keywords":"Pseudoperonospora cubensis; Biology; Downy mildew; Oomycete; Sporangium; Population; Genetic diversity; Genetic structure; Obligate; Growing season; Botany; Pathogen; Spore; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00005359179,0.00006726857,0.0001422099,0.00001020348,0.0000322393,0.000003612372,0.00003955169,0.00006608618,0.00001955657],"category_scores_gemma":[0.000006690721,0.00002181365,0.00001377346,0.0000473134,0.00006862399,0.00004839649,0.00002397566,0.00004141991,2.738007e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000696379,"about_ca_system_score_gemma":0.000003851542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008352,"about_ca_topic_score_gemma":0.2426376,"domain_scores_codex":[0.9995118,0.00003486523,0.0001251764,0.0001768442,0.00004418382,0.0001071525],"domain_scores_gemma":[0.9998316,0.00004183655,0.00005930533,0.00002561883,0.00001249784,0.00002910147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002028018,0.000005521018,0.5207266,0.000001689614,4.875528e-7,0.000005748465,0.00002523158,6.48693e-8,0.4758655,0.000190988,0.000006060982,0.00315179],"study_design_scores_gemma":[0.0001322689,0.00006221954,0.9957873,0.0000211942,0.000002327197,0.00006895681,0.00002536692,8.856419e-7,0.001466481,0.001566608,0.0008030042,0.00006342607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991044,0.0002133199,6.494533e-7,0.0004988161,0.00003532267,0.00005405133,0.00005936829,0.000005546865,0.00002853147],"genre_scores_gemma":[0.9996095,0.00005104887,0.0001285968,0.00008439143,0.00003299588,7.442863e-7,0.00002087968,4.043743e-7,0.00007140671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4750606,"threshold_uncertainty_score":0.7711822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086694413537596,"score_gpt":0.1879085374253879,"score_spread":0.1770415932900119,"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."}}