{"id":"W4205494735","doi":"10.1007/s41348-022-00565-z","title":"Plasmodiophora brassicae infection threshold—how many resting spores are required for generating clubroot galls on canola (Brassica napus)","year":2022,"lang":"en","type":"article","venue":"Journal of Plant Diseases and Protection","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture Food and Rural Development; Alberta Ministry of Agriculture and Forestry","funders":"","keywords":"Clubroot; Spore; Canola; Biology; Inoculation; Brassica; Horticulture; Agronomy; 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":[0.0002421204,0.0001425884,0.0002122786,0.00004578088,0.0008402193,0.0001484101,0.00009227257,0.00005020421,0.00002269951],"category_scores_gemma":[0.0001052145,0.00006998408,0.0001407852,0.0001604825,0.00002270703,0.0001512257,0.00003554512,0.0001941182,3.904352e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006904794,"about_ca_system_score_gemma":0.00003165733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003760512,"about_ca_topic_score_gemma":0.0001542009,"domain_scores_codex":[0.9988846,0.0001028149,0.0002586589,0.0002052774,0.0003402906,0.000208391],"domain_scores_gemma":[0.9991052,0.0001239991,0.00049989,0.00003845107,0.00008455366,0.0001478655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006029326,0.0005965934,0.03571863,0.000242918,0.0001786013,0.0002248914,0.00008742843,0.00700279,0.8711332,0.0001814119,0.009068201,0.06953603],"study_design_scores_gemma":[0.001728299,0.006011637,0.8864174,0.000683488,0.0003599825,0.0005788664,0.001030555,0.01270855,0.005337623,0.00272827,0.08154305,0.0008722196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963343,0.0007718149,0.00005715069,0.001080021,0.0002995281,0.0003891207,0.001033788,0.00002399829,0.00001028089],"genre_scores_gemma":[0.9986472,0.0002491155,0.00003941146,0.00012522,0.0007556763,0.00006403434,0.00006848275,0.00000249786,0.00004840794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8657956,"threshold_uncertainty_score":0.6462372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950920890977723,"score_gpt":0.2239316031342423,"score_spread":0.1944223942244651,"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."}}