{"id":"W3119762802","doi":"10.1080/07060661.2020.1797882","title":"Changes in the range and virulence of <i>Plasmodiophora brassicae</i> across Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"Ontario Agri-Food Innovation Alliance; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Christian ministry; Agriculture; Geography; Agricultural economics; Ministry of Foreign Affairs; Rural area; Environmental protection; Political science; Archaeology; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002831462,0.0002812704,0.0003174153,0.002053165,0.001829938,0.001606211,0.0006600014,0.0003434282,0.001617267],"category_scores_gemma":[0.0006701445,0.000245596,0.0002638401,0.002388401,0.0006290196,0.0003299806,0.0005743068,0.000526158,0.0003311457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01619419,"about_ca_system_score_gemma":0.008415503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9664986,"about_ca_topic_score_gemma":0.9815631,"domain_scores_codex":[0.9994548,0.00002948685,0.0000173623,0.0001192045,0.0001801386,0.0001989156],"domain_scores_gemma":[0.9987066,0.00006358106,0.0001395325,0.00003873858,0.0008051316,0.0002464173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00148366,0.0001581059,0.5750232,0.0004941242,0.0005273373,0.001135336,0.008021449,0.001458461,0.3043847,0.003253719,0.008827928,0.09523208],"study_design_scores_gemma":[0.000005887467,0.00002649978,0.9927924,0.00002101999,0.00002280095,0.0001044089,0.001040376,0.0001693998,0.001282079,0.00004784247,0.004469838,0.00001747094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814104,0.002604633,0.0003356783,0.000530641,0.00002120878,0.00002160536,0.003163925,0.00006830718,0.01184365],"genre_scores_gemma":[0.9962602,0.0007838224,0.0002044078,0.000072603,0.000001588765,0.0000035937,0.0008567842,0.00001442791,0.001802713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03350145,"threshold_uncertainty_score":0.1174976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710275973098064,"score_gpt":0.1856386000987896,"score_spread":0.168535840367809,"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."}}