{"id":"W2950926357","doi":"10.21083/jeso.v150i0.5013","title":"Sampling Syrphidae using Malaise and Nzi traps on Akimiski Island, Nunavut.","year":2019,"lang":"en","type":"article","venue":"The Journal of the Entomological Society of Ontario","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Trent University","funders":"","keywords":"Malaise; Ecology; Range (aeronautics); Species richness; Snow; Abundance (ecology); Geography; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006007109,0.0001351657,0.0002688323,0.000004328255,0.000201119,0.00003797593,0.0004984897,0.0001088431,0.001288821],"category_scores_gemma":[0.00001520487,0.00003428873,0.0003870516,0.0001093437,0.0001639147,0.0000848609,0.0001347636,0.0004257007,0.00000540126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328923,"about_ca_system_score_gemma":0.00002817495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798141,"about_ca_topic_score_gemma":0.00313481,"domain_scores_codex":[0.9989552,0.0000943845,0.0003193586,0.0001103614,0.0003119531,0.0002087282],"domain_scores_gemma":[0.9991912,0.000254783,0.0003552444,0.00007824873,0.00005667077,0.00006387725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001141809,0.0009843002,0.68933,0.00003160175,0.0002753215,0.000008387463,0.004893929,0.000413838,0.2578902,0.0002703697,0.002022391,0.04273783],"study_design_scores_gemma":[0.0005916375,0.001178975,0.9259672,0.0001515223,0.0001537679,0.0002754661,0.001097329,0.0000313743,0.003550239,0.0004159011,0.06637315,0.000213406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978639,0.0000834663,0.000008436935,0.001336665,0.0002123841,0.0001539008,0.000006526363,0.000004402337,0.0003303162],"genre_scores_gemma":[0.998222,0.0000409998,0.0003261013,0.0004675541,0.0001537052,4.78663e-7,6.622003e-7,7.941288e-7,0.000787731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2543399,"threshold_uncertainty_score":0.9996241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658424312173294,"score_gpt":0.2370503054817887,"score_spread":0.1904660623600558,"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."}}