{"id":"W4389899916","doi":"10.1094/pdis-08-23-1493-re","title":"Unlocking a Mystery: Characterizing the First Appearance of <i>Clavibacter nebraskensis</i> in Mexican Cornfields","year":2023,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Biology; Cultivar; Blight; 16S ribosomal RNA; Phylogenetic tree; Pathogenicity; Zea mays; Quarantine; Horticulture; Botany; Veterinary medicine; Bacteria; Agronomy; Microbiology; Ecology; Genetics","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":[0.0001909002,0.0001307862,0.0002034627,0.000018626,0.0001393516,0.0000298718,0.0002519239,0.00003950248,0.00002552973],"category_scores_gemma":[0.00005625323,0.00004684946,0.00007868445,0.0004016592,0.0000543136,0.00007730633,0.0001257048,0.00009772403,0.0000367974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001039405,"about_ca_system_score_gemma":0.000008501321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008644543,"about_ca_topic_score_gemma":0.000765219,"domain_scores_codex":[0.9990161,0.00005317934,0.0002316027,0.0002303025,0.0001619589,0.0003068666],"domain_scores_gemma":[0.9995097,0.000220452,0.0000975912,0.0000809107,0.00001650203,0.00007483215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003733076,0.000104698,0.5759743,0.0001065658,0.00004033121,0.0002089075,0.0006078383,0.000006666618,0.4157626,0.0001072777,0.00211438,0.004593122],"study_design_scores_gemma":[0.0001024555,0.00002045328,0.9889621,0.0001697853,0.00001225256,0.000004189025,0.0001447546,0.0001191421,0.0006357236,0.00003954277,0.009663463,0.0001261948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939322,0.0001463908,1.383486e-7,0.004524418,0.0001518881,0.0001891716,0.0008979765,0.00006577536,0.00009203347],"genre_scores_gemma":[0.9987701,0.000161222,0.000001288437,0.000699397,0.0001137896,0.00003481206,0.0001843628,0.000001157686,0.00003390617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4151269,"threshold_uncertainty_score":0.1910465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023280322618533,"score_gpt":0.1944414345875526,"score_spread":0.1742086313613673,"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."}}