{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002759869,0.00008766048,0.00007509932,0.000009167086,0.000152322,0.00001374033,0.0001697828,0.00005989808,0.0001784398],"category_scores_gemma":[0.00004503864,0.00008200447,0.00008287356,0.00003827875,0.0000305459,0.000003448344,0.0005109441,0.00004696892,0.0001502084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003234207,"about_ca_system_score_gemma":0.00001398567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001260327,"about_ca_topic_score_gemma":0.00001341884,"domain_scores_codex":[0.9994509,0.00002283038,0.00005618839,0.0002249399,0.00009574403,0.0001494557],"domain_scores_gemma":[0.9996772,0.000004042915,0.00002011099,0.0001071351,0.00002910354,0.0001623954],"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":[0.0001329308,0.00002288147,0.3447779,0.00001219562,0.00003557484,0.00004093474,0.00005488821,0.00001153778,0.6056865,0.00004657161,0.04902026,0.0001577472],"study_design_scores_gemma":[0.001323488,0.0006961878,0.4275008,0.00001198982,0.0001247242,0.00002049922,0.0001752138,0.0002575399,0.1495104,0.00008096645,0.419537,0.0007612212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941796,0.000280336,0.0002031707,0.0002936748,0.00008306274,0.00006958822,0.001933873,0.00002916929,0.002927501],"genre_scores_gemma":[0.9971161,0.00003580962,0.0002215591,0.001887091,0.0002458422,9.986337e-7,0.0002260697,0.000005798013,0.0002606843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4561761,"threshold_uncertainty_score":0.3344045,"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."}}