{"id":"W7075748433","doi":"","title":"Emergence of tan spot disease caused by toxigenic Pyrenophora tritici-repentis in Australia is not associated with increased deployment of toxin-sensitive cultivars","year":2008,"lang":"en","type":"article","venue":"Murdoch Research Repository (Murdoch University)","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cultivar; Vomitoxin; Common wheat; Population; Sowing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006492595,0.0002950358,0.0005178091,0.0003897072,0.0005343624,0.00001801257,0.0005963094,0.0001374843,0.0003056561],"category_scores_gemma":[0.0001373291,0.0002795733,0.0001588886,0.001773554,0.002007232,0.0003029652,0.0004946479,0.0004426993,0.000023044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776395,"about_ca_system_score_gemma":0.0001253909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01923849,"about_ca_topic_score_gemma":0.0008381056,"domain_scores_codex":[0.9952132,0.001083557,0.0005042395,0.0007422373,0.001662674,0.000794127],"domain_scores_gemma":[0.9983013,0.0002886421,0.0002477254,0.0005231856,0.0002079621,0.0004311824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001945516,0.002119763,0.4887516,0.000149004,0.0004032079,0.003315634,0.007418041,0.0004091553,0.4871759,0.00005764072,0.008194841,0.0000596698],"study_design_scores_gemma":[0.00251891,0.0006578918,0.5100492,0.0003006855,0.00008514133,0.00001099741,0.003711015,0.0002217139,0.4810857,0.00002147605,0.0008690066,0.0004682715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996398,0.00005718211,0.00002293616,0.0001774607,0.00004227234,0.0006093638,0.0001361119,0.00003098419,0.002525727],"genre_scores_gemma":[0.9855518,0.0001567622,0.00005405264,0.00002026125,0.00001447534,0.000006072609,0.00002194512,0.00002249212,0.01415219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02129754,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08971589782742703,"score_gpt":0.278671540542886,"score_spread":0.188955642715459,"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."}}