{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001381309,0.0002956666,0.0001940247,0.001146507,0.0009358404,0.000338819,0.0003866625,0.0002562321,0.0008971641],"category_scores_gemma":[0.0001768284,0.0002294494,0.0001681733,0.0004663393,0.000377995,0.0002389555,0.0005144961,0.0002692891,0.0001725184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006018302,"about_ca_system_score_gemma":0.0004335422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02747483,"about_ca_topic_score_gemma":0.1033822,"domain_scores_codex":[0.9998686,0.00001007983,0.00001144589,0.00005085337,0.00002314066,0.00003583175],"domain_scores_gemma":[0.9998335,0.00001999689,0.00005223314,0.00001701175,0.00003149856,0.00004583284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003616772,0.0001040445,0.7136315,0.0003270003,0.00004634839,0.003868825,0.01038441,0.0001258878,0.2170005,0.0001606784,0.0006870768,0.05330211],"study_design_scores_gemma":[0.00000496756,0.00008578309,0.9925661,0.00004865631,0.00001167685,0.001930551,0.001820963,0.00007981334,0.0009091097,0.000017432,0.002518144,0.000006782135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981579,0.0002182536,0.0001773981,0.00002232748,0.000005985909,0.00002836043,0.0002101704,0.00001197202,0.001167597],"genre_scores_gemma":[0.9975359,0.0001656924,0.001007457,0.00004040037,0.000005579062,0.00003136761,0.000497396,0.000003857168,0.0007123114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02747483,"threshold_uncertainty_score":0.0546298,"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."}}