{"id":"W2029363202","doi":"10.5733/afin.053.0116","title":"<i>Afropeza</i>, a New South African Genus (Diptera: Empidoidea: Brachystomatidae), with Description of Three New Species","year":2012,"lang":"en","type":"article","venue":"African Invertebrates","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"North Carolina State University","keywords":"Subfamily; Biology; Genus; Zoology; Phylogenetic tree; Ecology; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001533634,0.0003529022,0.0004541771,0.00004604847,0.0001897189,0.0001459849,0.0004629004,0.000110631,0.002289285],"category_scores_gemma":[0.00003182017,0.0001435573,0.0001517083,0.0007633961,0.0002070967,0.0007504483,0.000119463,0.0001694153,0.0002162566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005975789,"about_ca_system_score_gemma":0.00005948708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190037,"about_ca_topic_score_gemma":0.004666972,"domain_scores_codex":[0.9980816,0.00006660787,0.0004234264,0.0003738942,0.0003926204,0.0006618286],"domain_scores_gemma":[0.9988453,0.0000910084,0.0003179427,0.0001800997,0.00008613096,0.0004794699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002186344,0.000452429,0.7286424,0.00002845849,0.0001233698,0.000011635,0.002985232,0.000003311055,0.06488927,0.001279943,0.02318049,0.1781848],"study_design_scores_gemma":[0.0006523552,0.001057375,0.699095,0.0001029512,0.0001805575,0.00003756472,0.00514868,0.00002864555,0.01578867,0.0002643061,0.2768051,0.000838836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847117,0.0004877304,0.0001428464,0.0006660315,0.0002155413,0.0003517652,0.00005663627,0.0001310134,0.01323672],"genre_scores_gemma":[0.9919342,0.00001448885,0.001410844,0.0002954603,0.0008133531,0.00001951925,0.00004504113,0.000004910535,0.005462174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2536246,"threshold_uncertainty_score":0.9986228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04552723455562712,"score_gpt":0.1963478586765857,"score_spread":0.1508206241209586,"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."}}