{"id":"W3094490865","doi":"10.22543/0090-0222.2370","title":"Buprestidae, Cerambycidae, and Siricidae Collected in Baited Funnel Traps on Drummond Island, Chippewa County, Michigan","year":2020,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service; Northern Research Station; University of Illinois at Urbana-Champaign; Michigan Department of Natural Resources; University of Pretoria; Canadian Food Inspection Agency; Università degli Studi di Padova; U.S. Department of Agriculture","keywords":"Buprestidae; Longhorn beetle; Biology; Agrilus; Emerald ash borer; Bark (sound); Botany; Ecology; Zoology; Fraxinus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002637577,0.0002616202,0.0002632308,0.00006011257,0.0002651156,0.00005183912,0.0004327079,0.0001285829,0.001139751],"category_scores_gemma":[0.0001030934,0.0001849746,0.00004829192,0.0005696853,0.0006836845,0.00008686463,0.0002731869,0.0003075444,0.0002847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006956054,"about_ca_system_score_gemma":0.000009476002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034767,"about_ca_topic_score_gemma":0.02571641,"domain_scores_codex":[0.9983747,0.0001858337,0.0002655194,0.0004896822,0.000230973,0.0004533078],"domain_scores_gemma":[0.9993044,0.0001726409,0.00008922271,0.0003019569,0.000005633123,0.0001261322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00224592,0.0007574043,0.8973536,0.00008718108,0.0001962222,0.0007773415,0.01031885,0.00667644,0.005471356,0.005901882,0.06513462,0.005079153],"study_design_scores_gemma":[0.001406062,0.0006022571,0.9806601,0.00001464127,0.00004015943,0.00002981103,0.0001768155,0.003162337,0.0002805256,0.001492067,0.01182792,0.0003073009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493828,0.00006504101,0.00003813844,0.003119486,0.0001021662,0.0005711311,0.00003910599,0.00008937959,0.04659275],"genre_scores_gemma":[0.9932119,0.00006254264,0.00004979814,0.003960826,0.0000367232,0.00005699952,0.0000308351,0.00001853145,0.002571905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08330648,"threshold_uncertainty_score":0.9997733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489164187948447,"score_gpt":0.2122264125314224,"score_spread":0.1973347706519379,"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."}}