{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004173088,0.0002592633,0.0002984102,0.001110893,0.001017654,0.0005832209,0.0004744041,0.000197232,0.0003864717],"category_scores_gemma":[0.0005342871,0.0002107532,0.0002177717,0.0006858707,0.0007721573,0.0001404544,0.0003154396,0.0003583505,0.00008634973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003969324,"about_ca_system_score_gemma":0.002016806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6362178,"about_ca_topic_score_gemma":0.7978943,"domain_scores_codex":[0.9995157,0.00004556675,0.00001841969,0.0001588283,0.0001402688,0.0001211901],"domain_scores_gemma":[0.9994849,0.00007914963,0.0001088102,0.0000359751,0.0001935339,0.00009768374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003391782,0.0001233341,0.7448826,0.00004727145,0.0001596361,0.0002952639,0.003886078,0.0006160637,0.2379588,0.0001973444,0.0001487891,0.01134548],"study_design_scores_gemma":[0.00000330278,0.00004829838,0.9985941,0.000001904789,0.000008914071,0.00008471466,0.0003212229,0.0001890388,0.000597285,0.000006813271,0.000138535,0.000005916075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996861,0.00002773299,0.00005820577,0.000004202169,3.324337e-7,0.000006083439,0.00004385288,0.000001714225,0.0001717958],"genre_scores_gemma":[0.9994398,0.00004061432,0.0001949558,0.000006095644,5.243332e-7,0.000004054252,0.0001769756,0.000001385165,0.000135597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3637822,"threshold_uncertainty_score":0.7318492,"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."}}