{"id":"W4405966029","doi":"10.3390/jof11010025","title":"From Natural Hosts to Agricultural Threats: The Evolutionary Journey of Phytopathogenic Fungi","year":2025,"lang":"en","type":"review","venue":"Journal of Fungi","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"University of Electronic Science and Technology of China","keywords":"Biology; Blumeria graminis; Genomics; Population genomics; Population; Pathosystem; Genome evolution; Host adaptation; Human evolutionary genetics; Evolutionary biology; Genetics; Host (biology); Virulence; Genome; Plant disease resistance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007629367,0.0003291781,0.0003757553,0.0007823409,0.0009518289,0.002849344,0.0003028611,0.001043696,0.0007538256],"category_scores_gemma":[0.0006617646,0.0001629595,0.0001845224,0.0007245416,0.001130553,0.002592361,0.0009555371,0.001455016,0.0003178065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009455903,"about_ca_system_score_gemma":0.0006762701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008410047,"about_ca_topic_score_gemma":0.001395162,"domain_scores_codex":[0.9996728,0.0001002204,0.00002169004,0.00008580575,0.00005779198,0.00006173864],"domain_scores_gemma":[0.9996889,0.0001270756,0.00005408372,0.00001552221,0.00004999442,0.00006443098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002976264,0.0001529027,0.03679357,0.003595659,0.0001300408,0.003319305,0.01509018,0.001338622,0.0717723,0.04063095,0.005851523,0.8210273],"study_design_scores_gemma":[0.0000223205,0.0008762535,0.1227349,0.00244015,0.0001389352,0.01379742,0.01850834,0.001265934,0.0122235,0.0455068,0.7823068,0.000178674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3408796,0.616859,0.007796183,0.01597622,0.0003427411,0.00004528414,0.0002204166,0.00009310773,0.01778761],"genre_scores_gemma":[0.4520276,0.5201403,0.01653826,0.003006611,0.0003670522,0.00004239968,0.0002335782,0.00003836872,0.007605822],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002849344,"threshold_uncertainty_score":0.006860733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633206872628074,"score_gpt":0.2874470841905225,"score_spread":0.2711150154642418,"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."}}