{"id":"W2922324828","doi":"10.1111/ppa.13013","title":"Clubroot disease in Latin America: distribution and management strategies","year":2019,"lang":"en","type":"article","venue":"Plant Pathology","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan; University of Alberta","funders":"","keywords":"Clubroot; Biology; Temperate climate; Latin Americans; Agronomy; Brassica; Cruciferous vegetables; Horticulture; Botany","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":[0.00004266024,0.00007193306,0.0000989096,0.000007208663,0.00002932636,0.0000215721,0.00006349153,0.00003109595,0.00004368038],"category_scores_gemma":[0.000003701179,0.00003101782,0.00001441037,0.00008433628,0.00003012453,0.00003954794,0.00003969839,0.00004127158,0.00004005844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007581968,"about_ca_system_score_gemma":0.000003193361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001396796,"about_ca_topic_score_gemma":0.0002184853,"domain_scores_codex":[0.9994364,0.00003952298,0.00009516677,0.0001920084,0.00006443964,0.0001724377],"domain_scores_gemma":[0.9998268,0.00004701678,0.00002775484,0.00003317338,0.000005222946,0.0000599973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004310315,0.0002355112,0.9013159,0.0001275815,0.00001650675,0.001210973,0.00006779411,0.0001301091,0.04483676,0.00814808,0.001024886,0.04245483],"study_design_scores_gemma":[0.00009977684,0.00005475937,0.990113,0.00001782008,0.000006692682,0.00000450224,0.000157516,0.0001147376,0.00002955883,0.0007884061,0.008525744,0.00008750946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977698,0.0003682871,0.000006050574,0.0002810107,0.00003967613,0.000151427,0.0008472124,0.00001904182,0.0005175163],"genre_scores_gemma":[0.9978416,0.0008715838,0.00001874379,0.00009546003,0.00001952236,0.00001231316,0.001057468,3.209047e-7,0.000082985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08879704,"threshold_uncertainty_score":0.126487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008925445461772017,"score_gpt":0.1954848857423349,"score_spread":0.1865594402805628,"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."}}