{"id":"W2075857235","doi":"10.1094/phyto-95-1061","title":"Analysis of <i>Leptosphaeria maculans</i> Race Structure in a Worldwide Collection of Isolates","year":2005,"lang":"en","type":"article","venue":"Phytopathology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leptosphaeria maculans; Biology; Blackleg; Genetics; Allele; R gene; Virulence; Genotyping; Pedigree chart; Genetic diversity; Gene; Race (biology); Canker; Plant disease resistance; Genotype; Botany; Population; Brassica","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009794783,0.0000716447,0.0002806631,0.00007108675,0.00003523935,0.000004095565,0.0001126411,0.00006421121,0.0004237437],"category_scores_gemma":[0.00002813458,0.00003234634,0.00009009959,0.001030683,0.00004296235,0.00006672943,0.00002911649,0.0001019481,0.00000218543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001717493,"about_ca_system_score_gemma":0.000004314758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005269804,"about_ca_topic_score_gemma":0.01544,"domain_scores_codex":[0.9993685,0.0000920516,0.0002518857,0.0001266387,0.00003851888,0.0001223319],"domain_scores_gemma":[0.9996348,0.0001081507,0.0001417795,0.00004988941,0.00004894761,0.00001642132],"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":[0.00005503369,0.00007385926,0.1344988,0.000002324002,0.00002963928,0.000001038714,0.0001085504,0.0001782557,0.8593009,0.00001776655,0.00009061769,0.005643262],"study_design_scores_gemma":[0.000124869,0.0001048895,0.8861589,0.000009574917,0.00007998257,0.00001892517,0.00009302711,0.000690161,0.107649,0.00007430751,0.004916056,0.00008034419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989224,0.0001656186,0.000006326129,0.000387295,0.00006059317,0.00005929736,0.0001199498,0.000008498215,0.0002700268],"genre_scores_gemma":[0.999472,0.00006033593,0.0001651474,0.00008980289,0.0000254237,0.000002942205,0.00006603909,4.031298e-7,0.0001179131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7516601,"threshold_uncertainty_score":0.8615881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008761704947514506,"score_gpt":0.2285296603591517,"score_spread":0.2197679554116372,"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."}}