{"id":"W4366997982","doi":"10.11646/zootaxa.5271.2.3","title":"A new species of planthopper in the genus Melanoliarus (Hemiptera: Auchenorrhyncha: Fulgoroidea: Cixiidae) from coconut palms (Cocos nucifera) in Trinidad","year":2023,"lang":"en","type":"article","venue":"Zootaxa","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo","funders":"North Carolina State University","keywords":"Biology; Planthopper; Cocos nucifera; Auchenorrhyncha; Hemiptera; Botany; Brown planthopper; Leafhopper; Genus; Palm; Zoology; Homoptera; Gene; Genetics; 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":[0.0003192229,0.0002176275,0.0003874057,0.00004823772,0.00008491431,0.0000548434,0.0004916638,0.0001477812,0.0008818756],"category_scores_gemma":[0.00008253475,0.00008491011,0.0001312726,0.0007732947,0.00005193744,0.000089842,0.0001113419,0.0002484278,0.0002223173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003155023,"about_ca_system_score_gemma":0.0000277489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411033,"about_ca_topic_score_gemma":0.006825731,"domain_scores_codex":[0.9983195,0.0001083949,0.0004359397,0.0003818179,0.0003006995,0.0004536212],"domain_scores_gemma":[0.999119,0.0004758607,0.0001286052,0.0001478908,0.00002445759,0.0001041254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001796624,0.0002093544,0.7143782,0.00002092018,0.00003505883,0.0003299293,0.00386801,0.00002657873,0.08711565,0.0009366441,0.01676146,0.1761386],"study_design_scores_gemma":[0.0008457417,0.0001988136,0.8192573,0.0001018492,0.0000150221,0.00001062376,0.001936206,0.0001097881,0.008459913,0.0008883204,0.167822,0.0003544348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926881,0.0003704522,0.000001716624,0.001688765,0.0001663594,0.0003325055,0.0002184357,0.0000494519,0.004484214],"genre_scores_gemma":[0.9978994,0.0002474831,0.000060388,0.0002795329,0.0004145343,0.00004063852,0.0001131594,0.000002276129,0.000942661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1757841,"threshold_uncertainty_score":0.965592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971333189632969,"score_gpt":0.2266065721059184,"score_spread":0.1968932402095887,"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."}}