{"id":"W4306156061","doi":"10.1094/phyto-07-22-0262-sa","title":"Development of Genome-Driven, Lifestyle-Informed Markers for Identification of the Cereal-Infecting Pathogens <i>Xanthomonas translucens</i> Pathovars <i>undulosa</i> and <i>translucens</i>","year":2022,"lang":"en","type":"article","venue":"Phytopathology","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Food and Agriculture; American Malting Barley Association","keywords":"Pathovar; Biology; Xanthomonas campestris; Outbreak; Xanthomonas; Microbiology; Virology; Genetics; Bacteria; Pseudomonadaceae; Pseudomonas","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006354298,0.0009247278,0.0006316927,0.0007347038,0.0001670813,0.0009169264,0.0006150491,0.0009052809,0.002208336],"category_scores_gemma":[0.0010793,0.0004880806,0.0006171939,0.0005027901,0.0003961482,0.0006787096,0.0006273772,0.001011315,0.001858612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926386,"about_ca_system_score_gemma":0.000456397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007746642,"about_ca_topic_score_gemma":0.001433982,"domain_scores_codex":[0.9994072,0.00008552353,0.00004031585,0.0002501494,0.0001355491,0.00008131455],"domain_scores_gemma":[0.9993812,0.0001200906,0.000257056,0.00006708618,0.0001064596,0.00006804094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008549682,0.00005588015,0.0009952579,0.0001134104,0.0000137859,0.00003275908,0.00003714449,0.0003191837,0.9843536,0.0002167089,0.0002841901,0.0134926],"study_design_scores_gemma":[0.00007013067,0.001118169,0.02013402,0.00008429946,0.0001521964,0.0005819331,0.0001526682,0.01379852,0.9454104,0.0005496342,0.01786661,0.00008164461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5970304,0.004616402,0.3679239,0.001070417,0.0005633808,0.001534853,0.01300888,0.004417087,0.00983462],"genre_scores_gemma":[0.5438051,0.002328048,0.425622,0.001092966,0.0001003641,0.0008787586,0.01579469,0.0008697661,0.009508291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208336,"threshold_uncertainty_score":0.007387578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728978380987381,"score_gpt":0.2188055773888097,"score_spread":0.2015157935789359,"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."}}