{"id":"W2996566684","doi":"10.3390/insects11010009","title":"Taxonomic Revision of Neotropical Downeshelea Wirth and Grogan Predaceous Midges (Diptera: Ceratopogonidae)","year":2019,"lang":"en","type":"article","venue":"Insects","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"Instituto Oswaldo Cruz; Banco Nacional de Desenvolvimento Econômico e Social; Muséum National d'Histoire Naturelle; Instituto Nacional de Pesquisas da Amazônia","keywords":"Biology; Ceratopogonidae; Zoology; Ecology","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":[0.00004613997,0.000125928,0.0002080181,0.00001144281,0.00005238283,0.00004595782,0.0001438164,0.00007430395,0.0004705791],"category_scores_gemma":[0.00003172238,0.00005009458,0.00006774227,0.0001187971,0.00004557963,0.0001272225,0.00008747038,0.0000743731,0.00008477306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000145136,"about_ca_system_score_gemma":0.000009377584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001919265,"about_ca_topic_score_gemma":0.0001350999,"domain_scores_codex":[0.9991669,0.00005534599,0.0001786776,0.0002798471,0.0001275253,0.000191689],"domain_scores_gemma":[0.9996064,0.0001055777,0.00007568326,0.00006781903,0.00004238528,0.0001020977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001765155,0.0001427178,0.3412561,0.00007132873,0.00002102431,0.00001223849,0.00005898703,0.00000365949,0.599498,0.0008157741,0.0008604575,0.0570832],"study_design_scores_gemma":[0.0001778005,0.0006664426,0.9775969,0.00004479227,0.00001069293,0.000009326712,0.00004663107,0.00003105969,0.004843364,0.0000618937,0.0163749,0.0001362211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978694,0.000768555,3.866941e-7,0.0002151644,0.00007247832,0.0002455495,0.0000279275,0.00004230082,0.000758239],"genre_scores_gemma":[0.9993961,0.0001361312,0.00004339212,0.0001712545,0.0001165708,0.000002822686,0.00001475622,0.000001208577,0.0001177828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6363407,"threshold_uncertainty_score":0.5152512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00996710119140407,"score_gpt":0.188639000255204,"score_spread":0.1786718990637999,"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."}}