{"id":"W2942648911","doi":"","title":"An international perspective on genetic structure and gene flow in Cercospora beticola populations","year":2018,"lang":"en","type":"article","venue":"University of Southern Queensland ePrints (University of Southern Queensland)","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biological dispersal; Sugar beet; Biology; Population; Gene flow; Cercospora; Genetic diversity; Leaf spot; Botany; Agronomy; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064394,0.0002153679,0.0002364639,0.001494213,0.0005301418,0.001101306,0.0002489639,0.0003306041,0.00348608],"category_scores_gemma":[0.001060312,0.00006727406,0.0001289263,0.003321198,0.0008902577,0.0007411905,0.000401162,0.0005189288,0.0002264156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233221,"about_ca_system_score_gemma":0.001171743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02209399,"about_ca_topic_score_gemma":0.03058085,"domain_scores_codex":[0.9996812,0.00007880168,0.0000193207,0.0001217758,0.00004586722,0.0000529828],"domain_scores_gemma":[0.9990124,0.0003210042,0.0001428307,0.00006700421,0.0002764655,0.0001804165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000593285,0.0001081357,0.231017,0.0006944312,0.0001746039,0.0009584028,0.005302218,0.001672099,0.02517632,0.03660498,0.004034592,0.6936639],"study_design_scores_gemma":[0.000052687,0.0003795617,0.8151543,0.001091479,0.0001850766,0.001247562,0.006876277,0.001020483,0.003168791,0.009278115,0.1614918,0.0000538878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7190831,0.1220494,0.005515352,0.01267825,0.0004842526,0.0000431086,0.001579328,0.00005901796,0.1385083],"genre_scores_gemma":[0.9554468,0.03443495,0.003358827,0.0006572356,0.0002960514,0.00002491219,0.0008905639,0.00001404111,0.004876664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02209399,"threshold_uncertainty_score":0.04393077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00866806412919686,"score_gpt":0.2068813450298065,"score_spread":0.1982132809006096,"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."}}