{"id":"W4211188431","doi":"10.1007/s13225-020-00463-5","title":"Freshwater Dothideomycetes","year":2020,"lang":"en","type":"article","venue":"Fungal Diversity","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Sichuan Province Science and Technology Support Program; National Natural Science Foundation of China","keywords":"Biology; Dothideomycetes; Hyphomycetes; Botany; Cypriniformes; Zoology; Ecology; Phylogenetics; Cyprinidae; Fishery","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":[0.00007821926,0.0004544504,0.0002096115,0.00127453,0.0006552453,0.0005908182,0.0001819163,0.0001805101,0.005396522],"category_scores_gemma":[0.0001862254,0.00008873281,0.0001257979,0.00168371,0.0001701261,0.0004042592,0.0007035318,0.0001763417,0.001005714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305938,"about_ca_system_score_gemma":0.0003161863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002498,"about_ca_topic_score_gemma":0.004210417,"domain_scores_codex":[0.9997575,0.0000213408,0.00002893913,0.00007120468,0.00004909088,0.00007187534],"domain_scores_gemma":[0.9998435,0.00001107323,0.00004762419,0.00001410234,0.00003742917,0.00004621736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000615811,0.0001501457,0.2457699,0.001630908,0.0001245342,0.003760063,0.001962681,0.001305957,0.2699049,0.002990673,0.004374972,0.4674096],"study_design_scores_gemma":[0.00004885838,0.0004472435,0.7090932,0.0002502648,0.000106985,0.006160983,0.00153991,0.001149229,0.02263006,0.0009558297,0.2575567,0.00006086824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93484,0.006406948,0.002653048,0.0001205288,0.00006923514,0.0002207072,0.004965117,0.0002979165,0.05042652],"genre_scores_gemma":[0.9770761,0.002329916,0.003641208,0.00007423496,0.00002863279,0.00006519924,0.003022306,0.000009203316,0.01375324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005396522,"threshold_uncertainty_score":0.01805311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855936055520418,"score_gpt":0.1995118231101427,"score_spread":0.1809524625549385,"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."}}