{"id":"W2966162251","doi":"10.1094/pdis-06-19-1235-re","title":"Most <i>Plasmodiophora brassicae</i> Populations in Single Canola Root Galls from Alberta Fields are Mixtures of Multiple Strains","year":2019,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; Alberta Ministry of Agriculture and Forestry","funders":"Western Grains Research Foundation","keywords":"Clubroot; Biology; Canola; Gall; Population; Host (biology); Botany; Genetics; Brassica","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002506514,0.0001427205,0.0002083208,0.00001632813,0.00005279883,0.00003091065,0.0001972301,0.00007953,0.0002211911],"category_scores_gemma":[0.00008060832,0.00006996498,0.00007347306,0.0001885621,0.00002456214,0.00006907018,0.0000401016,0.00007772427,0.00002571408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001710848,"about_ca_system_score_gemma":0.00002682125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00421873,"about_ca_topic_score_gemma":0.1155895,"domain_scores_codex":[0.9989883,0.00004496792,0.0002224157,0.0002757979,0.0002048743,0.0002636129],"domain_scores_gemma":[0.9993195,0.0002383456,0.0001017622,0.0001010664,0.00002861988,0.0002107223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002001588,0.0003811937,0.8834013,0.00002679541,0.00001478185,0.00004039821,0.00004048215,0.00044805,0.1122342,0.00004099346,0.002499067,0.0006725508],"study_design_scores_gemma":[0.000259344,0.00003582161,0.9948133,0.0001342794,0.00002545716,5.136536e-7,0.00008595713,0.0005502729,0.001737745,0.0003978248,0.001763927,0.0001955645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879807,0.0007577535,9.466502e-7,0.0004859777,0.0001000519,0.0002161457,0.01011667,0.00001654879,0.0003252588],"genre_scores_gemma":[0.9972032,0.00004685487,0.00001699551,0.0002031524,0.00006319097,0.000009178558,0.002323218,0.000001398473,0.0001328046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.111412,"threshold_uncertainty_score":0.9005487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342351157815418,"score_gpt":0.2116948306152165,"score_spread":0.1882713190370623,"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."}}