{"id":"W2138204743","doi":"10.1603/me13239","title":"Distribution of<i>Culicoides sonorensis</i>(Diptera: Ceratopogonidae) in Alberta, Canada","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Abundance (ecology); Ceratopogonidae; Precipitation; Latitude; Biology; Longitude; Ecology; Physical geography; Environmental science; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004163018,0.0003343162,0.0002243496,0.001777575,0.001180723,0.0008086509,0.0006582622,0.000148445,0.001274478],"category_scores_gemma":[0.0005194774,0.0002000091,0.0002453522,0.002343952,0.0005766785,0.0001931218,0.0003231723,0.0002127208,0.0001767399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01628956,"about_ca_system_score_gemma":0.01156825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943327,"about_ca_topic_score_gemma":0.9982664,"domain_scores_codex":[0.999673,0.0000183998,0.00001559505,0.00005673216,0.0001500237,0.00008621006],"domain_scores_gemma":[0.9991084,0.00005413099,0.0001559083,0.00001451967,0.000500515,0.0001666245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163298,0.00003452952,0.9705108,0.00009988791,0.00006545475,0.0002988511,0.0007482669,0.001034249,0.001957625,0.0002243912,0.002026445,0.02288311],"study_design_scores_gemma":[0.000004431517,0.00002081367,0.9971623,0.00002411237,0.00001550473,0.00006689989,0.0005683276,0.0006342221,0.0001125999,0.00001619941,0.001366814,0.00000783519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894812,0.001754853,0.0003099765,0.0001536692,0.000009716293,0.00003391449,0.002705249,0.00004823035,0.005503372],"genre_scores_gemma":[0.9940615,0.001047589,0.00074151,0.00005485845,0.000004484255,0.000009276506,0.001711494,0.000006800209,0.002362455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01628956,"threshold_uncertainty_score":0.1181896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007741315131186164,"score_gpt":0.2178967197096836,"score_spread":0.2101554045784974,"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."}}