{"id":"W2176393911","doi":"10.1603/0022-2585(2007)44[959:sapaso]2.0.co;2","title":"Seasonal Abundance, Parity, and Survival of Adult <I>Culicoides sonorensis</I> (Diptera: Ceratopogonidae) in Southern Alberta, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Beef Cattle Research Council","keywords":"Biology; Rangeland; Population; Overwintering; Animal science; Abundance (ecology); Seasonality; Ceratopogonidae; Voltinism; Midge; Ecology; Demography; Larva","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":[0.001026393,0.0001944887,0.0005715943,0.00004619488,0.0000658216,0.00002287981,0.0004381578,0.0002545526,0.0008858172],"category_scores_gemma":[0.001060783,0.00008758133,0.0001344415,0.0002870334,0.0003187972,0.00007936257,0.0001268105,0.0003636762,0.000004281284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000845968,"about_ca_system_score_gemma":0.0003366232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1548987,"about_ca_topic_score_gemma":0.944421,"domain_scores_codex":[0.997133,0.0002322543,0.0007952926,0.0002364278,0.001117214,0.0004858193],"domain_scores_gemma":[0.99768,0.001014679,0.0003831406,0.00005235271,0.0002595205,0.0006102785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001361381,0.0009011747,0.8396674,0.0000825065,0.0002560293,0.002223558,0.0005944442,0.000007948076,0.05249445,0.01049389,0.004899434,0.08701774],"study_design_scores_gemma":[0.0008436065,0.0005172024,0.988753,0.0001109055,0.000038261,0.0003657643,0.0003911316,0.00007542814,0.0003084598,0.00048852,0.007913355,0.0001944193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930498,0.001155226,0.000006500772,0.004798469,0.0003323997,0.00006631529,0.00002988858,0.000005245162,0.0005561654],"genre_scores_gemma":[0.9982916,0.0002372171,0.000038207,0.0008566959,0.000445205,0.000001170564,0.000007738226,0.000002296133,0.0001199383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7895223,"threshold_uncertainty_score":0.9699077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009222028627788058,"score_gpt":0.2292951487934785,"score_spread":0.2200731201656904,"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."}}