{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002233395,0.0001653074,0.0001940203,0.0008497467,0.0002447669,0.0004913416,0.0002056342,0.000170085,0.0006994598],"category_scores_gemma":[0.0005021557,0.0001421568,0.00009892607,0.0004892964,0.0003182823,0.000125321,0.0001702147,0.0001863279,0.0001070797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044762,"about_ca_system_score_gemma":0.0003717675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1279996,"about_ca_topic_score_gemma":0.1968749,"domain_scores_codex":[0.9998034,0.00002352454,0.000007534278,0.00007378466,0.00005057429,0.0000413617],"domain_scores_gemma":[0.9992855,0.0001685917,0.0002504402,0.00004980235,0.0001393253,0.0001063913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002414105,0.00008259814,0.9129173,0.00004015482,0.00005340056,0.00018088,0.0004732941,0.0008866377,0.07785764,0.0000794175,0.000104329,0.007082894],"study_design_scores_gemma":[0.000001066697,0.0000193098,0.9990897,0.000001370027,0.000003167662,0.00002630542,0.0000839175,0.0003457072,0.0003641468,0.000007309526,0.00005638857,0.000001591462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994375,0.00006723676,0.0001130065,0.000004056253,3.645239e-7,0.000003384634,0.0001203092,0.000005559945,0.0002486476],"genre_scores_gemma":[0.9994859,0.00003045066,0.0001309949,0.000002114868,4.063401e-7,0.000002432638,0.0001499106,8.093294e-7,0.0001969626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279996,"threshold_uncertainty_score":0.2545092,"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."}}