{"id":"W4205630365","doi":"10.11646/zootaxa.5092.3.1","title":"Amapeza and Nigripeza, new genera of Neotropical micropezid flies (Diptera, Micropezidae, Taeniapterinae)","year":2022,"lang":"en","type":"article","venue":"Zootaxa","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":"Biology; Genus; Zoology; Botany","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":[0.0001199147,0.000434057,0.0001710412,0.001119944,0.0007134094,0.000510416,0.0003832479,0.0001650829,0.001518056],"category_scores_gemma":[0.0003239759,0.0001521541,0.000181466,0.0003953009,0.0005479257,0.0005436782,0.000903634,0.0003352018,0.0003309711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000464613,"about_ca_system_score_gemma":0.0003170466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007039282,"about_ca_topic_score_gemma":0.0330734,"domain_scores_codex":[0.9998857,0.00001286952,0.00000968947,0.00002916957,0.00004384783,0.00001870876],"domain_scores_gemma":[0.9998201,0.00001751691,0.00006579497,0.00001631756,0.00004416486,0.00003611761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007287457,0.0001198135,0.4597863,0.000756915,0.0001779192,0.003652092,0.006678159,0.0003731925,0.08686547,0.004283991,0.003892886,0.4326846],"study_design_scores_gemma":[0.00002592773,0.0001778073,0.908177,0.0001069331,0.00006348929,0.006493604,0.00162358,0.00030766,0.001232459,0.0006393982,0.08112949,0.00002264618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691274,0.005958311,0.001000862,0.0001874813,0.00008486042,0.0001252873,0.0005267006,0.00009247177,0.02289652],"genre_scores_gemma":[0.9810926,0.00436316,0.006814608,0.0002130034,0.00006303855,0.0001357228,0.001358281,0.0000111071,0.005948425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007039282,"threshold_uncertainty_score":0.0139966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719248702125965,"score_gpt":0.1926896352445453,"score_spread":0.1754971482232857,"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."}}