{"id":"W4306830550","doi":"10.1093/jme/tjac157","title":"Relationship Between Weather and Changes in Annual and Seasonal Abundance of <i>Culicoides sonorensis</i> (Diptera: Ceratopogonidae) in Alberta","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Agriculture and Agri-Food Canada","funders":"Beef Cattle Research Council; University of Calgary","keywords":"Ceratopogonidae; Abundance (ecology); Relative humidity; Relative species abundance; Biology; Latitude; Culicoides; Precipitation; Longitude; Ecology; Atmospheric sciences; Humidity; Environmental science; Geography; Meteorology","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":[0.0002255806,0.0001216487,0.00009710966,0.0003602839,0.0002250354,0.0003384355,0.0001673076,0.0001097065,0.0006250449],"category_scores_gemma":[0.0005647468,0.0001057931,0.0001000768,0.0004412312,0.0002071334,0.0001119238,0.0001278891,0.0001445024,0.00007336761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001846259,"about_ca_system_score_gemma":0.0007631523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7131773,"about_ca_topic_score_gemma":0.9016662,"domain_scores_codex":[0.9999012,0.00001425394,0.000006562249,0.00002030088,0.0000287423,0.00002902887],"domain_scores_gemma":[0.9994859,0.0001016349,0.0001558505,0.00001543284,0.0001417037,0.00009949625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006688104,0.0000124485,0.9968365,0.000004459571,0.00002267037,0.00004808365,0.00007512555,0.0005237382,0.0006780488,0.00001381269,0.0001196363,0.001598508],"study_design_scores_gemma":[0.000001066821,0.00000697155,0.9993713,0.000001189391,0.000003736534,0.00001383546,0.00009478429,0.0004132976,0.00003341446,0.000004890129,0.00005440917,0.000001011429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995661,0.00003601489,0.00003877174,0.00001128225,0.000001222238,8.696305e-7,0.0001405418,0.000002862263,0.0002023667],"genre_scores_gemma":[0.9994018,0.00004753801,0.00007161048,0.000004921141,0.000001078957,0.000001060845,0.0002614528,8.921498e-7,0.0002095386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2868227,"threshold_uncertainty_score":0.5770237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879348229523753,"score_gpt":0.2546754519851162,"score_spread":0.2358819696898787,"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."}}