{"id":"W2997154454","doi":"10.21083/jeso.v150i0.5254","title":"Going off the deep end: Using public outdoor swimming pools as a detection survey tool for invasive insects","year":2019,"lang":"en","type":"article","venue":"The Journal of the Entomological Society of Ontario","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Scarabaeidae; Popillia; Biology; Japanese beetle; Taxon; Invasive species; Ecology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006287804,0.0004761057,0.0002517625,0.001190309,0.001173107,0.0009999208,0.0004980578,0.0002855269,0.001504585],"category_scores_gemma":[0.0007254899,0.0002258253,0.0001805024,0.0007326946,0.0004457843,0.0005669451,0.0006472311,0.0002386313,0.0004243748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177701,"about_ca_system_score_gemma":0.003085715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3985624,"about_ca_topic_score_gemma":0.7965882,"domain_scores_codex":[0.9994515,0.00007373315,0.00001666449,0.00008679757,0.000220502,0.0001508325],"domain_scores_gemma":[0.9994258,0.00004657069,0.0001247085,0.00002962003,0.0002800457,0.00009324417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001817154,0.0001431689,0.8235171,0.000247182,0.00005644183,0.000487049,0.004573622,0.0001388354,0.02439473,0.0001467645,0.003032721,0.1430808],"study_design_scores_gemma":[0.000008742496,0.0003001243,0.9730983,0.0001738054,0.00005653999,0.0002699585,0.006191199,0.0005864399,0.005045869,0.0001011208,0.0141348,0.0000330883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799318,0.001659418,0.001993391,0.000374202,0.00003087747,0.0002243137,0.001021988,0.00009189746,0.01467224],"genre_scores_gemma":[0.9792474,0.001416867,0.01120838,0.0003211278,0.00002068529,0.00006922427,0.0008643874,0.00001225157,0.006839733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6014376,"threshold_uncertainty_score":0.792485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109857656117444,"score_gpt":0.2402920007472719,"score_spread":0.2091934241860975,"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."}}