{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005167644,0.0004491651,0.0003363616,0.001857429,0.0009600596,0.000867647,0.0007425472,0.0003117292,0.001084529],"category_scores_gemma":[0.0005731433,0.0001426463,0.0001840113,0.0004362371,0.0009582503,0.001061033,0.001167396,0.0006298435,0.0003496415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007417787,"about_ca_system_score_gemma":0.0009023332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005698067,"about_ca_topic_score_gemma":0.01474531,"domain_scores_codex":[0.999769,0.00005494176,0.000040308,0.0000467713,0.00005398268,0.00003500486],"domain_scores_gemma":[0.9997196,0.00004267752,0.00006647168,0.00002484349,0.0001098141,0.0000366239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000257933,0.00009498538,0.1060278,0.0009287539,0.00006330764,0.003519652,0.01573296,0.0005118262,0.04629735,0.006209773,0.004354547,0.816001],"study_design_scores_gemma":[0.00003122985,0.0004613851,0.5732465,0.001216421,0.0001728941,0.009737846,0.01077211,0.001216499,0.003655661,0.003060474,0.39634,0.0000889051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251837,0.03163104,0.003503562,0.001763743,0.0008271858,0.0002349718,0.0003234134,0.0001165465,0.03641581],"genre_scores_gemma":[0.9550806,0.01693038,0.01754376,0.0007060267,0.000363091,0.0001700252,0.0007530904,0.00002912864,0.008423919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005698067,"threshold_uncertainty_score":0.01132977,"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."}}