{"id":"W2215610130","doi":"10.11646/zootaxa.2023.1.3","title":"A new Nearctic species of Atrichopogon (Meleohelea) and a redescription of Atrichopogon (M.) chilensis Ingram & Macfie (Diptera: Ceratopogonidae)","year":2009,"lang":"en","type":"article","venue":"Zootaxa","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Ceratopogonidae; Nearctic ecozone; Zoology; Ecology; Taxonomy (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007942988,0.0004522204,0.000315249,0.001372957,0.0008115589,0.0004157016,0.0005164703,0.0007198835,0.009157306],"category_scores_gemma":[0.0002552884,0.0002543435,0.0002321138,0.0007399388,0.0007893558,0.00070469,0.0007988673,0.0009022313,0.002176179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005437269,"about_ca_system_score_gemma":0.0004431245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004904677,"about_ca_topic_score_gemma":0.01961275,"domain_scores_codex":[0.9999088,0.00001406818,0.00001109669,0.00003090031,0.00002212262,0.00001291117],"domain_scores_gemma":[0.9998419,0.0000221173,0.00005907167,0.00002434681,0.00002612565,0.00002631645],"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":[0.001158029,0.000271881,0.05010029,0.001488143,0.0001034178,0.00735076,0.00618053,0.0009052083,0.1176099,0.004259944,0.01266736,0.7979045],"study_design_scores_gemma":[0.000123765,0.001043091,0.5424351,0.0007324416,0.0001807348,0.03028974,0.005524746,0.0009898237,0.003775304,0.001673564,0.4131271,0.0001044999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8054664,0.02286216,0.01086568,0.001435883,0.0007628718,0.0008178825,0.003424159,0.001257343,0.1531077],"genre_scores_gemma":[0.9372718,0.005602202,0.02214085,0.0009489084,0.0002117685,0.0003572279,0.002917703,0.00008973461,0.03045978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009157306,"threshold_uncertainty_score":0.03063422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438568570682709,"score_gpt":0.2303985970247583,"score_spread":0.2060129113179312,"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."}}