{"id":"W4386138827","doi":"10.22543/0090-0222.2438","title":"Complementary of Blacklight Trap and Flight Interception Trap in a Multi-Year Study of Flying Coleoptera near a Farm Pond in Southern Québec (Canada)","year":2023,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Forest Service; Natural Resources Canada; U.S. Forest Service","keywords":"Biology; Nocturnal; Ecology; Species richness; Abundance (ecology); Pitfall trap; Relative species abundance","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":[0.0003252654,0.0001216526,0.0002304113,0.00002968803,0.0001005358,0.00002100919,0.0001899052,0.00004239102,0.00009915749],"category_scores_gemma":[0.00001900898,0.00005161233,0.00003916085,0.0004158968,0.0001452007,0.00003745575,0.00007998631,0.00009621348,0.000002256794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006694762,"about_ca_system_score_gemma":0.00002443846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7083939,"about_ca_topic_score_gemma":0.9952408,"domain_scores_codex":[0.9989275,0.0001684939,0.0003390512,0.000209035,0.0001564074,0.0001995063],"domain_scores_gemma":[0.9996256,0.0001416656,0.0001075779,0.00007026611,0.00002264786,0.00003230825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002222907,0.0002772295,0.9669154,0.0000144141,0.0000174242,0.000016262,0.005199801,0.0000306787,0.002245644,0.00002512991,0.00002044977,0.0250153],"study_design_scores_gemma":[0.0009244974,0.000421227,0.9571822,0.00003756983,0.00001407155,0.000002746284,0.04013211,0.0005766924,0.0002493309,0.00002388132,0.0003279689,0.0001076669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986253,0.00004073292,0.000002658363,0.0005376373,0.00003127953,0.000492764,0.0001516887,0.00001714986,0.0001008119],"genre_scores_gemma":[0.9998081,0.000008282483,0.000006346435,0.00003501174,0.0000125632,0.00003238179,0.00006382111,5.393709e-7,0.00003297611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2868469,"threshold_uncertainty_score":0.293548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04620845362856286,"score_gpt":0.2531909986364649,"score_spread":0.206982545007902,"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."}}