{"id":"W4285297392","doi":"10.3114/sim.2022.101.06","title":"Genera of phytopathogenic fungi: GOPHY 4","year":2022,"lang":"en","type":"article","venue":"Studies in Mycology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Cercospora; Botany; Genus; Taxon; Mycobiota; Ascochyta; Leaf spot; Blight","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":[0.0001661532,0.0000952535,0.0002052506,0.00004969627,0.00008474049,9.389713e-7,0.0001589776,0.00003891756,0.00005774611],"category_scores_gemma":[0.00006945969,0.00009636766,0.00008006953,0.0001294876,0.0001170327,8.878536e-7,0.0004427172,0.00007354963,0.000002452714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002035437,"about_ca_system_score_gemma":0.00004498444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002493055,"about_ca_topic_score_gemma":0.000020669,"domain_scores_codex":[0.9991558,0.0001362341,0.0001892264,0.0002407072,0.00008111379,0.0001969679],"domain_scores_gemma":[0.9996576,0.00002735345,0.00006729998,0.0001878081,0.00003636414,0.00002353356],"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":[0.0001473557,0.0001234121,0.0314563,0.0000262905,0.00009323242,0.00005579309,0.00007733282,0.000521969,0.9616114,0.0002644411,0.004940264,0.0006821355],"study_design_scores_gemma":[0.006063678,0.007939762,0.4111978,0.0000434022,0.0003389934,0.0006212881,0.009599067,0.0002016205,0.1046104,0.00242181,0.455125,0.001837149],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618211,0.03575712,0.000006563332,0.00002889457,0.0004821187,0.0001189698,0.0005129775,0.000004886268,0.001267323],"genre_scores_gemma":[0.9963403,0.002667155,0.000163015,0.0002566282,0.000108472,0.0001211397,0.00009128323,0.000009320931,0.0002426764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8570011,"threshold_uncertainty_score":0.3929759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510269357845145,"score_gpt":0.2903595591345114,"score_spread":0.26525686555606,"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."}}