{"id":"W4386950489","doi":"10.1146/annurev-ento-120120-114738","title":"The Hidden Secrets of Psylloidea: Biology, Behavior, Symbionts, and Ecology","year":2023,"lang":"en","type":"review","venue":"Annual Review of Entomology","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Biology; Psylloidea; Ecology; Host (biology); Evolutionary biology; Sternorrhyncha; Obligate; Evolutionary ecology; Hemiptera; Botany; Homoptera; PEST analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009018782,0.0003210239,0.002092254,0.0000301197,0.0001079945,0.000006603389,0.0006014592,0.0004399761,0.0001253242],"category_scores_gemma":[0.000338298,0.0001012694,0.0004954116,0.000403363,0.0004261402,0.00003181913,0.0003702841,0.0002698034,0.00004114669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001720587,"about_ca_system_score_gemma":0.00004742917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005636681,"about_ca_topic_score_gemma":0.0003384099,"domain_scores_codex":[0.9974728,0.000519521,0.00108098,0.0004250464,0.0001161707,0.0003854907],"domain_scores_gemma":[0.9973171,0.001358588,0.0008851717,0.000174057,0.0001726248,0.00009246317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002142315,0.00003713119,0.0003281214,0.0104808,0.00008304457,0.000009814344,0.000009363524,2.697809e-10,0.00002258411,0.001994698,0.001037967,0.9859943],"study_design_scores_gemma":[0.00004087059,0.0003818391,0.0008085992,0.01146365,0.0005588993,0.0001198891,0.0000233316,3.074334e-8,0.000003500027,0.0004909714,0.9859267,0.0001817577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001648623,0.9955047,3.161124e-8,0.0002083149,0.0003176209,0.0008449063,0.001132964,0.00002082238,0.0003220634],"genre_scores_gemma":[0.0001284111,0.9987748,0.00001298015,0.0001064767,0.0001177931,0.0001658167,0.0003980558,0.000003539966,0.000292086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858125,"threshold_uncertainty_score":0.4129647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542515910513117,"score_gpt":0.3446484595193073,"score_spread":0.2992233004141762,"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."}}