{"id":"W4213415086","doi":"10.1016/j.cub.2020.07.032","title":"Fungal pathogens","year":2020,"lang":"en","type":"article","venue":"Current Biology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Canadian Institute for Advanced Research","keywords":"Biology; Biodiversity; Agriculture; Ecology; Niche; Mycology; Fungal pathogen; Biogeochemical cycle; Pathogen; Microbiology; Botany","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003598637,0.0001239096,0.0001174664,0.0000142357,0.00004493117,0.000007520337,0.0001547723,0.000088636,0.00005827985],"category_scores_gemma":[0.00009516705,0.0001080482,0.00009684559,0.00005617978,0.00005701163,0.000001174772,0.0001081684,0.00007106714,0.0001124735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002655059,"about_ca_system_score_gemma":0.0000397027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.516012e-7,"about_ca_topic_score_gemma":0.000001046283,"domain_scores_codex":[0.9992297,0.0000535761,0.0001253239,0.0003316902,0.00003721871,0.0002225173],"domain_scores_gemma":[0.9996042,0.000006379348,0.00003872405,0.0001429997,0.00003157516,0.0001761131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006236422,0.00004014702,0.03614599,0.00001396576,0.00001871825,0.000005078847,0.00001114086,0.000002797251,0.9439964,0.0004447283,0.007294285,0.01196433],"study_design_scores_gemma":[0.0004884371,0.0005041464,0.01902868,0.00000665215,0.00003240849,0.00001957882,0.00001899917,0.0001125355,0.02137887,0.00008471495,0.9579834,0.0003415215],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770145,0.0134881,0.003775981,0.0004983096,0.0007278312,0.0001896542,0.002549534,0.00005457146,0.00170149],"genre_scores_gemma":[0.9967864,0.0006260429,0.00009886282,0.000785166,0.0006315178,0.00001231434,0.001023203,0.00001141775,0.00002505814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9506892,"threshold_uncertainty_score":0.4406078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136624724895635,"score_gpt":0.2732817064788798,"score_spread":0.2419154592299234,"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."}}