{"id":"W4410242771","doi":"10.3897/asp.83.e130043","title":"Taxonomic review, morphometry, and phylogenetic analysis of Mahanarva (Ipiranga) Fennah, 1968 (Hemiptera: Auchenorrhyncha: Cercopidae)","year":2025,"lang":"en","type":"article","venue":"Arthropod Systematics & Phylogeny","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Auchenorrhyncha; Hemiptera; Biology; Phylogenetic tree; Phylogenetics; Evolutionary biology; Botany; Genetics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003476604,0.0005713024,0.0005239287,0.005737287,0.0007648541,0.0005044913,0.0008458553,0.0002710424,0.001972004],"category_scores_gemma":[0.0005434171,0.000166522,0.0003382155,0.002837408,0.0006373895,0.001503984,0.0004945165,0.0004128099,0.0005374687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000478307,"about_ca_system_score_gemma":0.0006663596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004495015,"about_ca_topic_score_gemma":0.008344123,"domain_scores_codex":[0.9997424,0.00003906171,0.00006218348,0.00006440316,0.00007409147,0.00001777812],"domain_scores_gemma":[0.9997199,0.00007455035,0.00008427931,0.00001907824,0.00007708868,0.00002502789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009342909,0.00003874927,0.01229539,0.006425818,0.00009165391,0.0005739084,0.001621876,0.0003692096,0.005562994,0.001520916,0.007573223,0.9638329],"study_design_scores_gemma":[0.00001043848,0.0002814654,0.2276118,0.002999874,0.0005152521,0.007555631,0.001995122,0.0008328395,0.002141122,0.001877947,0.7540914,0.00008716508],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07939547,0.8854588,0.006784329,0.001097106,0.0009333898,0.0001234366,0.001142622,0.0002005884,0.0248643],"genre_scores_gemma":[0.3319533,0.6371276,0.01760192,0.000618538,0.001369948,0.0001470872,0.003789753,0.00006693755,0.007324891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005737287,"threshold_uncertainty_score":0.008937716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483551703942441,"score_gpt":0.244926859716659,"score_spread":0.2300913426772346,"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."}}