{"id":"W2034372600","doi":"10.1111/j.1365-3059.2008.01837.x","title":"Structure and pathogenic variability in <i>Ascochyta rabiei</i> populations on chickpea in the Canadian prairies","year":2008,"lang":"en","type":"article","venue":"Plant Pathology","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Western Grains Research Foundation","keywords":"Biology; Ascochyta; Race (biology); Population; Veterinary medicine; Genotype; Pathogenicity; Inoculation; Host (biology); Agronomy; Horticulture; Botany; Demography; Ecology; Genetics; Microbiology; Blight","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001949798,0.000081519,0.0001114588,0.00001221766,0.0002388536,0.000007071191,0.0000916965,0.00007589244,0.00002368898],"category_scores_gemma":[0.00004819533,0.0000287433,0.00001220757,0.00009761575,0.0001539233,0.00001709706,0.00002757245,0.0001299854,0.000003835031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002353705,"about_ca_system_score_gemma":0.000006600008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01561748,"about_ca_topic_score_gemma":0.7926661,"domain_scores_codex":[0.999256,0.0001855019,0.0001111499,0.0001883494,0.00006508853,0.0001939532],"domain_scores_gemma":[0.999786,0.0001118676,0.00002060404,0.00004475243,0.000002713559,0.00003404244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000079618,0.00002504175,0.9933512,0.000001235889,8.72436e-7,0.00007750771,0.0006375465,0.00001528287,0.004042054,0.0003087761,0.00008909997,0.00144345],"study_design_scores_gemma":[0.00006387566,0.00007890189,0.997541,0.000002533901,0.000001786091,0.00018451,0.0001337631,0.00000597191,0.00002625525,0.001092625,0.0008053503,0.00006348824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963999,0.0001229009,1.749322e-7,0.002628062,0.00004583246,0.0001372625,0.0002412948,0.000004503488,0.0004200291],"genre_scores_gemma":[0.9991449,0.00007549899,0.00003649538,0.0006005017,0.00002659737,0.00001114469,0.00009214944,3.842677e-7,0.00001232131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7770486,"threshold_uncertainty_score":0.9909376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885446287846674,"score_gpt":0.192405652710775,"score_spread":0.1635511898323082,"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."}}