{"id":"W2295719999","doi":"10.1111/ppa.12510","title":"Effect of soil type, organic matter content, bulk density and saturation on clubroot severity and biofungicide efficacy","year":2016,"lang":"en","type":"article","venue":"Plant Pathology","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; University of Alberta; Canola Council of Canada","keywords":"Clubroot; Soil type; Soil water; Canola; Agronomy; Biology; Calcareous; Potting soil; Bulk soil; Brassica; Peat; Soil organic matter; Horticulture; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001131338,0.00008653133,0.0001580502,0.000008044017,0.00004806892,0.00000723881,0.00004275805,0.00007785351,0.00004530564],"category_scores_gemma":[0.00005763582,0.0000273161,0.000015638,0.00004066002,0.00006388094,0.00002224326,0.00003070468,0.00003530236,0.0000276351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004509769,"about_ca_system_score_gemma":0.000002343966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008175452,"about_ca_topic_score_gemma":0.0001805157,"domain_scores_codex":[0.9994367,0.000107482,0.00009484676,0.0001799109,0.00005613854,0.0001249397],"domain_scores_gemma":[0.9994303,0.000414705,0.00004976467,0.00003581515,0.00001947157,0.00004993632],"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":[0.0003679099,0.00001930916,0.113297,0.0000122507,0.00000565314,0.00002398547,0.000007447347,3.75313e-8,0.8793327,0.00001330443,0.0001604353,0.006759946],"study_design_scores_gemma":[0.0002317929,0.0005529414,0.8716352,0.00002926918,0.00001850431,0.000083703,0.000003363638,0.000002278992,0.1271546,0.0000445521,0.0001697983,0.00007402113],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990355,0.0002134753,0.000001280233,0.000344909,0.00005480141,0.0001013305,0.0001875574,0.0000126102,0.00004852724],"genre_scores_gemma":[0.9994019,0.0002837231,0.000004209347,0.0001667843,0.00003458895,0.000001354071,0.00004997124,5.607715e-7,0.00005696375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7583382,"threshold_uncertainty_score":0.1113918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125930972449429,"score_gpt":0.2031232250364456,"score_spread":0.1905301277915027,"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."}}