{"id":"W2000026393","doi":"10.1080/07060661.2013.873482","title":"Clubroot in Australia: the history and impact of <i>Plasmodiophora brassicae</i> in <i>Brassica</i> crops and research efforts directed towards its control","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clubroot; Brassica; Biology; Fungicide; Agronomy; Horticulture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008974703,0.00009594345,0.0002943646,0.0000734088,0.00005491912,0.00001562677,0.0001729274,0.0001012471,0.0000252859],"category_scores_gemma":[0.0002140047,0.00003788568,0.00004026822,0.0001605292,0.0002235712,0.00004328626,0.00001265508,0.0003073809,4.274548e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146194,"about_ca_system_score_gemma":0.0004152609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08282622,"about_ca_topic_score_gemma":0.854735,"domain_scores_codex":[0.9986788,0.0004007723,0.0002953917,0.0001310495,0.0001459113,0.0003480552],"domain_scores_gemma":[0.9990389,0.0004087934,0.0001230144,0.00004064421,0.0000856941,0.0003029415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005533155,0.00007584691,0.7054467,0.00004579337,0.0000448551,0.003066885,0.0004442652,0.00009998501,0.2478074,0.0001833638,0.03168885,0.01054274],"study_design_scores_gemma":[0.0003909363,0.0003094843,0.9886736,0.00006030802,0.000009142639,0.0003702045,0.00003939241,0.00005791212,0.0002448814,0.0001617355,0.009604228,0.00007817678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994802,0.003688254,1.935675e-7,0.0008496481,0.00009755795,0.0001003697,0.0003839808,0.000001199588,0.00007678534],"genre_scores_gemma":[0.9995344,0.0002591292,0.000004324339,0.0001020346,0.00005735229,0.000001918516,0.00000920439,8.585964e-7,0.00003083381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7719088,"threshold_uncertainty_score":0.9232813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03279347867852599,"score_gpt":0.2589872726101284,"score_spread":0.2261937939316024,"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."}}