{"id":"W4413676514","doi":"10.1094/pdis-05-25-0975-sc","title":"<i>Arabidopsis</i> Ecotype Screening Reveals Novel Sources of Clubroot Resistance","year":2025,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; Université Laval; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canola Council of Canada","keywords":"Clubroot; Biology; Ecotype; Brassicaceae; Arabidopsis; Plant disease resistance; Resistance (ecology); Arabidopsis thaliana; Pathogen; Brassica; Genetics; Gene; Botany; Mutant; Agronomy","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":[0.0001366553,0.0003697394,0.0002101847,0.0005427573,0.0001469123,0.000277262,0.0002601696,0.0002357289,0.001784858],"category_scores_gemma":[0.0001385019,0.0001049934,0.0002522103,0.0003208619,0.0001450984,0.0001027043,0.0002085026,0.0003645789,0.001219108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001991894,"about_ca_system_score_gemma":0.0001203448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574178,"about_ca_topic_score_gemma":0.002639404,"domain_scores_codex":[0.9998755,0.00001469543,0.00001332144,0.00003404423,0.00004010809,0.00002229199],"domain_scores_gemma":[0.9998224,0.00003147779,0.00004720034,0.00003788959,0.00002156184,0.00003946422],"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":[0.00002706852,0.000009004508,0.0007077685,0.00001042851,0.000002265118,0.00007264368,0.00000761455,0.00001078601,0.997735,0.00001972658,0.00005655521,0.001341074],"study_design_scores_gemma":[0.00001729314,0.0003965266,0.1437287,0.00001227636,0.00005749497,0.002898875,0.0001286237,0.0006726245,0.8419142,0.00008613666,0.0100654,0.0000217591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985683,0.00077896,0.004988524,0.000148871,0.00002931315,0.00006499755,0.003566174,0.0003618781,0.004378328],"genre_scores_gemma":[0.9704301,0.0008005879,0.01029073,0.0002672048,0.00002568276,0.00004012667,0.01159237,0.0001936671,0.006359624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001784858,"threshold_uncertainty_score":0.005970955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541075538561299,"score_gpt":0.214813808491807,"score_spread":0.1994030531061941,"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."}}