{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007373052,0.0001203509,0.0001838629,0.0000173456,0.000154851,0.00002046558,0.0001562969,0.00003958287,0.0004284792],"category_scores_gemma":[0.00003348717,0.00005775404,0.00004430253,0.0003906835,0.00005220318,0.00007399794,0.000166655,0.00007335679,0.00002187662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008306339,"about_ca_system_score_gemma":0.0000480454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9798285,"about_ca_topic_score_gemma":0.9978504,"domain_scores_codex":[0.9991502,0.00004069693,0.0001455576,0.0002370637,0.0001808505,0.0002456513],"domain_scores_gemma":[0.9996305,0.0001479193,0.00005605208,0.00004335147,0.00002875893,0.0000933856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002017339,0.00002292181,0.9855382,0.000007410135,0.0000102475,0.00001891768,0.0006098528,0.00001459418,0.01222855,0.00002435357,0.0004600908,0.001044671],"study_design_scores_gemma":[0.00007668078,0.00005388572,0.9972044,0.0000153025,0.000007969068,8.476632e-7,0.0007113144,0.00001957895,0.0004637255,0.000066435,0.001254734,0.0001251909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990215,0.0002246605,3.362532e-8,0.0001373964,0.00004541327,0.00009062458,0.00008502221,0.00003789558,0.0003575012],"genre_scores_gemma":[0.9993474,0.00002165409,0.000004851155,0.00007396592,0.00003014907,0.000003809277,0.00002970969,9.740486e-7,0.0004874804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01802187,"threshold_uncertainty_score":0.4691547,"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."}}