{"id":"W4292186134","doi":"10.21203/rs.3.rs-1964919/v1","title":"Transcriptome and Population Structure of Glassy-winged Sharpshooters (Homalodisca vitripennis) with Varying Insecticide Resistance in Southern California","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Riverside; National Institute of Food and Agriculture; Canadian Institute for Advanced Research; U.S. Department of Agriculture","keywords":"Biology; Transcriptome; Population; Genetics; Xylella fastidiosa; Gene; Gene expression; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005535409,0.0002300223,0.0004028259,0.000110572,0.0003006889,0.0001004156,0.0003409448,0.0002013099,0.0004773565],"category_scores_gemma":[0.00006112608,0.0001030406,0.00008417664,0.0005669548,0.00009641222,0.00007114273,0.0003122159,0.001120241,0.000001544755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498881,"about_ca_system_score_gemma":0.00004417105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579038,"about_ca_topic_score_gemma":0.02587547,"domain_scores_codex":[0.9973499,0.0004001823,0.0003431058,0.0006199642,0.0008199057,0.000466916],"domain_scores_gemma":[0.9992713,0.0002105063,0.000136647,0.0001450652,0.0001166617,0.000119803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008390386,0.0001033239,0.7269499,0.0006812096,0.00003496533,0.00006246156,0.002760667,0.0002232082,0.2666347,0.00009081375,0.00003337644,0.00158639],"study_design_scores_gemma":[0.0006327295,0.0003681678,0.9873011,0.001016211,0.00002400954,0.000007354212,0.002547584,0.0001731919,0.002093196,0.004069815,0.001234038,0.000532614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944651,0.0006712721,0.000001278224,0.0003376183,0.00003926568,0.0006583787,0.003511932,0.00002619909,0.0002889344],"genre_scores_gemma":[0.998822,0.00006384389,0.0001588934,0.00001570889,0.00008760762,0.00005058459,0.0007318906,0.000004681545,0.00006483267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2645415,"threshold_uncertainty_score":0.9918998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416434508067717,"score_gpt":0.285778433109851,"score_spread":0.2516140880291738,"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."}}