{"id":"W2610723703","doi":"10.1590/1678-4766e2017129","title":"Checklist de Simuliidae (Insecta, Diptera) do Estado do Mato Grosso do Sul, Brasil","year":2017,"lang":"pt","type":"article","venue":"Iheringia Série Zoologia","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Biology; Checklist; Simulium; Forestry; Ecology; Humanities; Geography; Larva","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":[0.0003795701,0.0002597232,0.0001809127,0.002619382,0.0005158188,0.000317615,0.0002499777,0.0001098313,0.001620074],"category_scores_gemma":[0.000633541,0.0001711529,0.0001330587,0.001692626,0.000453705,0.0001761514,0.0004234969,0.0001450011,0.0001442632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006725742,"about_ca_system_score_gemma":0.001448406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08932103,"about_ca_topic_score_gemma":0.2965007,"domain_scores_codex":[0.999788,0.00003340943,0.00003012162,0.00002709846,0.00009516506,0.00002623339],"domain_scores_gemma":[0.9993648,0.0001071567,0.0002358372,0.00004568021,0.0001582853,0.00008817696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006987024,0.00002346761,0.9020489,0.0007642687,0.00006833344,0.0005833046,0.00494551,0.0002327336,0.01366999,0.0009829956,0.002088364,0.07452227],"study_design_scores_gemma":[0.000002340936,0.00004755075,0.9878895,0.00009521336,0.00003049931,0.0004217049,0.001773452,0.000114331,0.0005900537,0.0000695604,0.008959523,0.000006352974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742972,0.004399788,0.001356656,0.000380203,0.00002127361,0.0001888783,0.005105468,0.00008190659,0.01416865],"genre_scores_gemma":[0.9882314,0.003209143,0.004091462,0.00007840339,0.000005540924,0.00005843618,0.001825585,0.000008184551,0.00249182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08932103,"threshold_uncertainty_score":0.1776022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271041259136254,"score_gpt":0.3400670563417492,"score_spread":0.3129629304281238,"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."}}