{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000715944,0.0001333132,0.0002137852,0.0004881165,0.0002923568,0.000386337,0.0001304209,0.000165592,0.0004762434],"category_scores_gemma":[0.00009561201,0.0001188807,0.0001777545,0.0004005253,0.0001702648,0.0001464514,0.000226811,0.0002448626,0.00008624629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269238,"about_ca_system_score_gemma":0.0001297448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008590386,"about_ca_topic_score_gemma":0.01883884,"domain_scores_codex":[0.9999107,0.000002985269,0.000002721299,0.0000557655,0.00001389814,0.00001379482],"domain_scores_gemma":[0.9998754,0.00001807799,0.00004326044,0.000005176528,0.00003041202,0.00002765396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000386757,0.00005624714,0.2803105,0.0001402277,0.000127537,0.0001639617,0.001357995,0.0004039584,0.7051584,0.00007544507,0.000365427,0.01145353],"study_design_scores_gemma":[0.000002420139,0.00002931731,0.9979544,0.000003334499,0.00001572408,0.00003181481,0.0002986151,0.0001822971,0.001177336,0.00001063113,0.0002907107,0.000003345794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989011,0.0001743118,0.0001054088,0.000008331533,0.000001529394,0.000002908896,0.0006233276,0.000005465583,0.0001775297],"genre_scores_gemma":[0.9963987,0.0001664415,0.0002768312,0.00003453093,0.000003161041,0.0000144514,0.002402489,0.000007299779,0.0006960113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008590386,"threshold_uncertainty_score":0.01708078,"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."}}