{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009853775,0.00006998197,0.00008972311,0.00001230856,0.00006285826,0.00002184193,0.00007586354,0.00004229946,0.000009599623],"category_scores_gemma":[0.00004160107,0.00003043109,0.00001478712,0.0001265278,0.00003226589,0.00003333889,0.00005811289,0.0000516109,0.000007077831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009777166,"about_ca_system_score_gemma":0.000004634503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000066742,"about_ca_topic_score_gemma":0.0003394492,"domain_scores_codex":[0.9994025,0.00006191598,0.0001054195,0.0002108605,0.00005659949,0.0001627611],"domain_scores_gemma":[0.9997636,0.00008115159,0.00006055995,0.00003392862,0.000007496127,0.00005325489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006509773,0.0003204786,0.9457585,0.0001679102,0.00003175232,0.002050199,0.00007135977,0.00001367752,0.01054591,0.01209902,0.002494682,0.0257955],"study_design_scores_gemma":[0.0001150051,0.00002309638,0.9790051,0.00003420536,0.00002511367,0.000004637018,0.0001148287,0.00005670905,0.00005426127,0.0009686114,0.01952896,0.00006948144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956967,0.001167935,0.000009696651,0.001296147,0.00005567644,0.0001493445,0.0008709167,0.0000204239,0.000733213],"genre_scores_gemma":[0.9980592,0.0009027644,0.00001728095,0.0001520666,0.0000212526,0.00002279692,0.0006610767,2.032819e-7,0.0001633338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03324655,"threshold_uncertainty_score":0.1240944,"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."}}