{"id":"W4409439117","doi":"10.3390/taxonomy5020019","title":"Nudopeza, a New Genus of Neotropical Micropezidae (Diptera, Micropezidae, Taeniapterinae)","year":2025,"lang":"it","type":"article","venue":"Taxonomy","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Genus; Zoology; Biology","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":[0.0001312208,0.0008761812,0.0003718969,0.00173596,0.001532391,0.0007598519,0.0005655853,0.0004159461,0.001952425],"category_scores_gemma":[0.0003282596,0.0002628,0.0002567304,0.0009079411,0.000608389,0.001115067,0.001162309,0.0007613744,0.0008550835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005899789,"about_ca_system_score_gemma":0.0006825711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023861,"about_ca_topic_score_gemma":0.02657185,"domain_scores_codex":[0.999894,0.000008736209,0.00001547,0.00003498225,0.00003004723,0.00001667149],"domain_scores_gemma":[0.9997821,0.00001861329,0.00007930172,0.00001936156,0.00004783835,0.00005280644],"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":[0.0006139482,0.0001585511,0.1843554,0.002282059,0.0002794602,0.005652659,0.003983361,0.0007884841,0.0743314,0.003111308,0.01809712,0.7063463],"study_design_scores_gemma":[0.00004378453,0.0003823582,0.4486966,0.0009100636,0.0002906051,0.01338832,0.002450822,0.001304521,0.002326947,0.001086836,0.5290391,0.00008004477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7833132,0.103385,0.01274151,0.001001351,0.001793066,0.0006292357,0.005856487,0.00150572,0.08977447],"genre_scores_gemma":[0.8901439,0.04827279,0.03196512,0.001023861,0.000548887,0.0004439137,0.007861172,0.00009344101,0.01964677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023861,"threshold_uncertainty_score":0.02035803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176262612452423,"score_gpt":0.2282480776981164,"score_spread":0.1964854515735922,"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."}}