{"id":"W3094074097","doi":"10.1094/pdis-08-20-1838-re","title":"<i>Leptosphaeria maculans</i> Isolates Reveal Their Allele Frequency in Western Canada","year":2020,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Manitoba","funders":"","keywords":"Leptosphaeria maculans; Biology; Blackleg; Canola; Population; Allele frequency; Genotype; Allele; Gene; Veterinary medicine; Brassica; Genetics; Agronomy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001507358,0.0002345935,0.0001698721,0.001250644,0.001031845,0.0008546281,0.000397563,0.0001802633,0.0009474917],"category_scores_gemma":[0.0002788856,0.0001311352,0.0001722502,0.001126127,0.0003356819,0.0001296387,0.0002759145,0.0002681408,0.0001731587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005532244,"about_ca_system_score_gemma":0.003765459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9384139,"about_ca_topic_score_gemma":0.9726712,"domain_scores_codex":[0.9996942,0.00000965409,0.0000119726,0.00007733727,0.000107156,0.0000997555],"domain_scores_gemma":[0.9995255,0.00001852874,0.00009759301,0.00001745684,0.0002533713,0.00008763361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003025974,0.00009475488,0.7808967,0.00007153388,0.0000841569,0.0005294696,0.001518429,0.0003536921,0.1874796,0.0002028538,0.001399283,0.02706707],"study_design_scores_gemma":[0.000002363411,0.00002501155,0.9915763,0.000008143716,0.00001746751,0.0001197795,0.0007836666,0.0002438545,0.005028517,0.000009753659,0.00217656,0.000008748938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959955,0.0002335112,0.0002225457,0.00004174167,0.000003999417,0.00001742762,0.001210121,0.00002321431,0.002251817],"genre_scores_gemma":[0.9959278,0.0001447191,0.0005288158,0.00005825571,0.00000156007,0.000007667876,0.001275858,0.000008736228,0.002046603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06158608,"threshold_uncertainty_score":0.1238975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167438063278154,"score_gpt":0.1873902279758274,"score_spread":0.170646421648012,"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."}}