{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007635858,0.0003153762,0.001168202,0.000191537,0.0002352647,0.000073523,0.0004147778,0.0001226969,0.0005128601],"category_scores_gemma":[0.0001539886,0.0001464937,0.0003955985,0.002089666,0.00020838,0.00007510742,0.0002190847,0.000154169,0.00004220834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000540007,"about_ca_system_score_gemma":0.00003407892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002391376,"about_ca_topic_score_gemma":0.0007555797,"domain_scores_codex":[0.997367,0.000301463,0.000977901,0.0005315183,0.0003512733,0.0004708622],"domain_scores_gemma":[0.9984943,0.0003949805,0.0003856588,0.0003390189,0.0002018542,0.0001842022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157026,0.001096382,0.6470709,0.02398527,0.009473544,0.00004929147,0.0003590662,0.00008157428,0.1875157,0.004152629,0.01062308,0.1154768],"study_design_scores_gemma":[0.00176258,0.001362595,0.9083435,0.009594586,0.007059711,0.00003693413,0.002574723,0.00454245,0.008137505,0.0009361723,0.0535519,0.00209737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655367,0.02902041,0.0001918253,0.0007815626,0.0001292835,0.001299121,0.000161587,0.00003831864,0.002841219],"genre_scores_gemma":[0.9947812,0.003554803,0.0006614368,0.0003026087,0.00005426664,0.0001171184,0.00007336623,0.000002342218,0.0004528489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2612725,"threshold_uncertainty_score":0.5973841,"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."}}