{"id":"W4380684872","doi":"10.1186/s13071-023-05799-w","title":"Abundance and diversity of Culicoides Latreille (Diptera: Ceratopogonidae) in southern Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; University of Guelph","funders":"Ontario Veterinary College, University of Guelph; Ministry of Agriculture, Food and Rural Affairs; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Ceratopogonidae; Culicoides; Entomology; Biology; Abundance (ecology); Parasitology; Diversity (politics); Ecology; Zoology; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001482122,0.0002419353,0.0001667559,0.001143805,0.001348884,0.0005364295,0.0003899784,0.0001515119,0.001179958],"category_scores_gemma":[0.0003632125,0.0001559336,0.0001514004,0.001463959,0.0004100236,0.0001944642,0.0003244281,0.0001323921,0.00013725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008727119,"about_ca_system_score_gemma":0.00703196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828045,"about_ca_topic_score_gemma":0.9963641,"domain_scores_codex":[0.9998038,0.000007274617,0.00001064634,0.00004450391,0.00008002762,0.0000537982],"domain_scores_gemma":[0.9994191,0.00002428495,0.0001395118,0.00001160982,0.0002781952,0.0001273183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004661008,0.00001027748,0.9914386,0.00005081148,0.0000227217,0.0001340222,0.001305321,0.00007018259,0.001988874,0.00003566371,0.0007544206,0.004142504],"study_design_scores_gemma":[0.000001496791,0.000008803278,0.9982718,0.0000112304,0.000005649486,0.00003866508,0.0007868236,0.00006494812,0.00006024141,0.000003749047,0.0007443964,0.000002143563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941213,0.0004690285,0.00009537929,0.0000657282,0.000004281282,0.0000321393,0.002867874,0.00001065375,0.002333703],"genre_scores_gemma":[0.9968822,0.0003082827,0.0002094821,0.00003264393,0.000001702601,0.00001730726,0.001334772,0.000002246622,0.001211481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01719546,"threshold_uncertainty_score":0.06331998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353457612510451,"score_gpt":0.1960095683148866,"score_spread":0.1824749921897821,"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."}}