{"id":"W4407381983","doi":"10.1111/ppa.14065","title":"Clubroot Disease in South Asia: Distribution and Management Practices","year":2025,"lang":"en","type":"article","venue":"Plant Pathology","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biology; Clubroot; Disease management; Distribution (mathematics); MEDLINE; Agronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002338754,0.0002733863,0.0001268451,0.0008677718,0.0005840704,0.000659203,0.0003090535,0.0002033961,0.002117952],"category_scores_gemma":[0.0002891349,0.0001255026,0.000172947,0.00156076,0.0003752972,0.000365145,0.0005867321,0.0002577347,0.0003404545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005216425,"about_ca_system_score_gemma":0.001195306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413933,"about_ca_topic_score_gemma":0.01960879,"domain_scores_codex":[0.9998757,0.00001940533,0.00001807096,0.00002955082,0.00002321792,0.00003405583],"domain_scores_gemma":[0.9994292,0.00005979485,0.0002529282,0.00001960645,0.0001095936,0.0001288631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008135525,0.0001694813,0.9315872,0.0005891984,0.00004491767,0.001774785,0.007377276,0.0001348468,0.01122728,0.0002730928,0.001123001,0.04561759],"study_design_scores_gemma":[0.000004822813,0.0001235951,0.9837964,0.0001350784,0.00002833795,0.001170055,0.01062244,0.0001608495,0.000464901,0.0001225554,0.003358607,0.00001247442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948084,0.001010093,0.0001799843,0.0002741138,0.000009138972,0.00003210473,0.000484265,0.00001570355,0.003186319],"genre_scores_gemma":[0.9969007,0.001383527,0.0003589028,0.0001029647,0.000006609012,0.0000250072,0.0003127482,0.000003218706,0.0009063129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413933,"threshold_uncertainty_score":0.02811402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423179235760737,"score_gpt":0.2342976747097166,"score_spread":0.2200658823521092,"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."}}