{"id":"W1966796219","doi":"10.1094/phyto.2004.94.4.326","title":"Spatiotemporal Changes in the Population Structure of <i>Botryosphaeria dothidea</i> from California Pistachio Orchards","year":2004,"lang":"en","type":"article","venue":"Phytopathology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Genève; University of Alberta; European Bioinformatics Institute","keywords":"Botryosphaeria dothidea; Biology; Botryosphaeria; Botany; Population; Horticulture; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001453873,0.0001150672,0.0001646423,0.0008161919,0.0003470516,0.00042006,0.0001766698,0.0001462305,0.000469488],"category_scores_gemma":[0.0002132532,0.0001815794,0.00009740793,0.0003766614,0.0001850542,0.0001224083,0.0001477673,0.0002136523,0.00008132273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005068564,"about_ca_system_score_gemma":0.0001606356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02112245,"about_ca_topic_score_gemma":0.05165848,"domain_scores_codex":[0.9998683,0.000007789739,0.000007413468,0.00007037078,0.0000243596,0.00002178408],"domain_scores_gemma":[0.9996308,0.00005280187,0.0001373428,0.00001897071,0.00009329888,0.00006672426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003181194,0.00005923609,0.748948,0.00008281998,0.0000858506,0.0002293057,0.001271961,0.0001997612,0.2392666,0.00004536503,0.0001735434,0.009319389],"study_design_scores_gemma":[0.000002698285,0.00002342987,0.9982822,0.000002465029,0.0000118446,0.00007382396,0.0001180965,0.00007806717,0.001255502,0.000003229899,0.0001466907,0.000001985243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999644,0.00005524971,0.00005355282,0.000003599694,6.385998e-7,0.000002184454,0.0000934877,0.000002409979,0.0001449501],"genre_scores_gemma":[0.9992775,0.0000541607,0.0001338551,0.000006404868,0.000001307418,0.000004255111,0.0004020817,0.000001596047,0.0001187899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02112245,"threshold_uncertainty_score":0.04199904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007206261937259783,"score_gpt":0.2286323602531031,"score_spread":0.2214260983158433,"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."}}