{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001873151,0.000688633,0.001017025,0.0001127536,0.0003210034,0.0003196917,0.001349459,0.0004404179,0.008554633],"category_scores_gemma":[0.00004246956,0.0003754596,0.0006257672,0.0008736221,0.0004927354,0.0003024072,0.0006400885,0.0005139823,0.0009141656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154795,"about_ca_system_score_gemma":0.0002239613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002952734,"about_ca_topic_score_gemma":0.0005798795,"domain_scores_codex":[0.9963481,0.0001760705,0.001186579,0.001029927,0.0003001255,0.000959211],"domain_scores_gemma":[0.998412,0.0001675279,0.0004405842,0.000444515,0.000142503,0.0003929213],"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":[0.0002965385,0.0006016964,0.03039603,0.00006369087,0.0001501807,0.00004221517,0.00005174075,0.000001886335,0.01185829,0.001374403,0.0490805,0.9060828],"study_design_scores_gemma":[0.0008868149,0.000515523,0.02577414,0.000284034,0.0002075227,0.00001598878,0.0002536447,0.000006567009,0.008195169,0.00001181084,0.9632421,0.0006067267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334915,0.00268521,0.0002325993,0.002916315,0.001501976,0.001429452,0.0001501718,0.00008926169,0.05750352],"genre_scores_gemma":[0.9198138,0.0002874108,0.002533111,0.001084634,0.0009519422,0.000106291,0.00005352155,0.000006490595,0.07516284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9141616,"threshold_uncertainty_score":0.9998697,"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."}}