{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005577886,0.0000956345,0.0003369725,0.00001533996,0.00002835023,0.000009328235,0.0003299715,0.0001336669,0.0005961937],"category_scores_gemma":[0.001365759,0.0000377318,0.00009741357,0.000193416,0.00009768057,0.00005182579,0.00005237227,0.0002268432,0.0000033247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007076999,"about_ca_system_score_gemma":0.0001855389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4156429,"about_ca_topic_score_gemma":0.7831004,"domain_scores_codex":[0.9982982,0.0002331234,0.0005241478,0.0001149824,0.0005983358,0.0002312602],"domain_scores_gemma":[0.9987383,0.0005928007,0.0002596263,0.00003408796,0.0001079593,0.000267169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005157603,0.0008960639,0.7245729,0.00006836317,0.000150624,0.0006632219,0.0001355861,0.00004652923,0.02427405,0.02093569,0.02557342,0.2021678],"study_design_scores_gemma":[0.0003740214,0.0004732001,0.9677338,0.00005801401,0.00001894927,0.000169859,0.00005792645,0.0001068848,0.0009572266,0.0006465772,0.02931093,0.00009259892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893594,0.0001840937,0.00001569927,0.009976024,0.000257867,0.00003227035,0.00001038809,0.00000255028,0.0001616841],"genre_scores_gemma":[0.9987562,0.00007273485,0.000009958392,0.0008367201,0.0002870668,0.000001044392,0.0000152444,6.254161e-7,0.00002035799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3674576,"threshold_uncertainty_score":0.6527903,"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."}}