{"id":"W3155550304","doi":"10.3390/pathogens10050499","title":"Plasmodiophora brassicae Inoculum Density and Spatial Patterns at the Field Level and Relation to Soil Characteristics","year":2021,"lang":"en","type":"article","venue":"Pathogens","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Agriculture and Agri-Food Canada; Manitoba Canola Growers Association; Alberta Canola Producers Commission; Canola Council of Canada; Saskatchewan Canola Development Commission","keywords":"Clubroot; Biology; Biological dispersal; Agronomy; Population density; Population; 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":[0.00004810162,0.00007302671,0.00008710226,0.000002987955,0.0002057514,0.00004734931,0.00004095135,0.00005328243,0.00006797831],"category_scores_gemma":[0.00008030138,0.00002942256,0.00002410345,0.00005117916,0.00001726424,0.00001811381,0.0001075892,0.00005012069,0.00000924093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008199078,"about_ca_system_score_gemma":0.000006076203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001132068,"about_ca_topic_score_gemma":0.006494992,"domain_scores_codex":[0.9994611,0.00004095571,0.00008755341,0.0001858984,0.00009863274,0.0001258883],"domain_scores_gemma":[0.9996402,0.0001593466,0.00002928576,0.00004631172,0.00003464758,0.00009018918],"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":[0.00003807874,0.00002176612,0.4474986,0.000009603516,0.00000918267,0.00006195618,0.00009159423,9.311684e-7,0.4843723,0.00002417093,0.0004690766,0.06740279],"study_design_scores_gemma":[0.00004337933,0.00003586634,0.9841358,0.00001084592,0.00001641674,0.00001951471,0.00005530896,0.00007703796,0.0103425,0.00005077279,0.005127293,0.00008526129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996101,0.0001654429,0.00005653178,0.002923213,0.00005929431,0.00006744758,0.000544457,0.000009297627,0.00007335898],"genre_scores_gemma":[0.9983367,0.000274831,0.00002290591,0.000911585,0.0001150592,0.000004023868,0.0001173381,5.928578e-7,0.0002169094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5366372,"threshold_uncertainty_score":0.3624358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724836699489072,"score_gpt":0.2101797836545094,"score_spread":0.1929314166596187,"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."}}