{"id":"W3177470895","doi":"10.1094/pdis-04-21-0763-re","title":"Characterization of <i>Pyrenophora tritici-repentis</i> in Tunisia and Comparison with a Global Pathogen Population","year":2021,"lang":"en","type":"article","venue":"Plant Disease","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Carthage","keywords":"Virulence; Population; Genetic diversity; Pathogen; Analysis of molecular variance; Host (biology); Genetic variation; Gene; Gene flow","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001340619,0.0002247217,0.0002240166,0.0008646609,0.0003228859,0.0004993855,0.0001635397,0.0001874721,0.0005874024],"category_scores_gemma":[0.0001688365,0.0001073436,0.0001956786,0.0007426858,0.0001724469,0.000153069,0.0002221186,0.0001849906,0.0001831419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372287,"about_ca_system_score_gemma":0.0002166934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01342045,"about_ca_topic_score_gemma":0.01503818,"domain_scores_codex":[0.9998524,0.00001104639,0.00001196022,0.00005771935,0.00002688467,0.00003990332],"domain_scores_gemma":[0.9998772,0.000009496934,0.00005126786,0.000008345887,0.00003080686,0.0000229486],"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":[0.0002259303,0.0001151965,0.3656722,0.00008906581,0.0001222339,0.0008332281,0.001301042,0.0003380694,0.603761,0.0001039681,0.0001870292,0.0272512],"study_design_scores_gemma":[0.00000537012,0.0001343082,0.9907793,0.000008755255,0.0000290584,0.0009837864,0.0006320103,0.0003079492,0.005399547,0.00001729754,0.001696739,0.000005799688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990875,0.0001454595,0.0001403999,0.0000157854,0.000001959847,0.000007863535,0.0002298627,0.000002926645,0.0003683223],"genre_scores_gemma":[0.9979316,0.0002315788,0.0002891545,0.0000222014,0.000004946759,0.000009431224,0.0009629839,0.000002634002,0.000545462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342045,"threshold_uncertainty_score":0.0266847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274924402328997,"score_gpt":0.211571350759674,"score_spread":0.1988221067363841,"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."}}